Every public fork on the github.com/rayfinite account, grouped by what it is for. Public repository metadata only.
Deliberately assembled rather than accumulated. 24 repositories covering the production pipeline end to end, from script to delivery. The spine is the Academy Software Foundation stack, the same interchange, colour and image standards used on studio features, plus open production tracking, Fountain screenwriting tooling, and practical post utilities. Every one was checked for provenance, licence, maintenance and install-time behaviour before forking.
forked from mifi/lossless-cut
Trims, cuts, and merges video without re-encoding, so nothing degrades and operations complete near-instantly. The correct first tool for handling large camera-original files.
forked from Zulko/moviepy
Programmatic video editing in Python: cuts, compositing, effects, and text overlays as code. The scripting layer for anything repetitive or generated.
forked from smacke/ffsubsync
Automatically synchronizes a subtitle track to its video by aligning against the audio waveform. Fixes drift and offset without manual retiming.
forked from OpenShot/openshot-qt
A mature open-source non-linear video editor with keyframe animation and a full effects set. Useful as a working NLE and as a readable reference for how one is built.
forked from wonderunit/storyboarder
Wonder Unit's storyboarding tool: draw a sequence fast, then export to animatic, PDF, or Premiere. Built for getting a shot idea legible quickly rather than for finished art.
forked from AcademySoftwareFoundation/OpenImageIO
Reads, writes, and processes images across effectively every format a production encounters, behind one API. Includes oiiotool, the workhorse CLI for batch frame manipulation.
forked from AcademySoftwareFoundation/OpenColorIO
The colour management framework used on essentially every studio feature. Defines the transforms and config that keep an image consistent from camera through VFX to the DCP, including the ACES pipeline.
forked from AcademySoftwareFoundation/OpenTimelineIO
The Academy Software Foundation's interchange format and API for editorial timelines. Moves cuts, transitions, and markers between Premiere, Resolve, Avid, and Flame without conforming by hand, the backbone of any programmatic editorial workflow.
forked from AcademySoftwareFoundation/openexr
The specification and reference implementation of EXR, the high-dynamic-range image format the industry stores frames in. Multi-channel, lossless, and the assumed interchange for VFX plates.
forked from cgwire/awesome-cg-vfx-pipeline
CGWire's curated index of open-source technologies for building a CG and VFX pipeline. The fastest orientation to what exists in this space and what it connects to.
forked from AcademySoftwareFoundation/rez
The package configuration and deployment system VFX pipelines are built on. Resolves conflicting versions of DCC tools and libraries per-task, which is how a facility runs three Maya versions at once.
forked from octimot/StoryToolkitAI
AI-assisted editing: transcribes footage, makes it searchable by content, and connects to DaVinci Resolve. Aimed squarely at finding the moment in hours of rushes.
forked from AcademySoftwareFoundation/OpenCue
Render farm management built at Sony Pictures Imageworks and now ASWF-governed. Job submission, scheduling, and resource allocation for large render workloads.
forked from AcademySoftwareFoundation/xstudio
DNEG's playback and review application, donated to the ASWF. Handles dailies and review sessions with annotation and colour-accurate playback at production frame rates.
forked from cgwire/kitsu
CGWire's production tracking platform for animation and VFX: shots, assets, tasks, and review, with a real scheduling model. The credible open alternative to ShotGrid.
forked from nyousefi/Fountain
The original reference implementation of the Fountain screenplay markup language. The parser to read if you are building anything that consumes screenplays.
forked from piersdeseilligny/betterfountain
Screenwriting inside VS Code using the Fountain plain-text format: live preview, industry-standard PDF export, and production statistics. Keeps scripts in git alongside everything else.
forked from rnkn/fountain-mode
An Emacs major mode for writing screenplays in Fountain, with outlining, navigation, and export.
forked from teriflix/scrite
A cross-platform desktop screenwriting application with structure and scene management built in, not just formatting.
forked from ifrost/afterwriting-labs
Post-processing for Fountain screenplays. PDF generation, statistics, and formatting control beyond what most editors expose.
forked from Greenysmac/awesome-davinci-resolve
A curated index of DaVinci Resolve plugins, scripts, and community resources, the shortest path to what already exists before scripting Resolve yourself.
forked from ubisoft/shotmanager
Ubisoft's Blender add-on introducing a real shot entity into a scene, with a shot-based editing and previz workflow. The practical route to layout and previs inside Blender.
forked from cgwire/zou
The API server behind Kitsu. Worth having separately if you want production data in your own tooling rather than through the web client.
forked from cgwire/gazu
The Python client for the Kitsu API, the practical way to script against production tracking data from inside a DCC or a pipeline tool.
Foundation and generative models themselves: speech, vision-language, music, 3D, and the frontier open-weight releases.
forked from openai/whisper
OpenAI's robust multilingual speech recognition model. The default choice for transcription; trained with large-scale weak supervision.
forked from microsoft/VibeVoice
Microsoft's open frontier voice model for long-form, multi-speaker speech synthesis. One of the strongest open TTS releases available.
forked from openai/CLIP
OpenAI's contrastive image-text model. The backbone behind most modern multimodal retrieval, captioning, and generation systems.
forked from AliaksandrSiarohin/first-order-model
First Order Motion Model: animates a still image using motion driven from a video. The classic reference for talking-head and puppetry synthesis.
forked from google-research/vision_transformer
Google Research's ViT and MLP-Mixer code and checkpoints, the work that moved vision from convolutions to transformers.
forked from zai-org/GLM-5
Z.ai's frontier open-weight model release, positioned around agentic engineering rather than chat. Useful as a reference for what an open frontier model card and eval suite look like.
forked from openai/point-e
OpenAI's point-cloud diffusion system for fast text-to-3D synthesis. Directly relevant to any image-to-3D pipeline.
forked from zai-org/SCAIL-2
Z.ai's controlled character-animation model: unifies pose, motion, and identity control through end-to-end in-context conditioning.
forked from zhao-kun/VibeVoiceFusion
Full-stack web system wrapped around VibeVoice: multi-speaker generation, LoRA fine-tuning, batch jobs, and VRAM management.
forked from zai-org/Vision2Web
Z.ai research turning screenshots and visual designs into working web code, the design-to-code direction as a model problem.
The agent layer: Claude and OpenAI tooling, RAG demos, eval harnesses, and agent frameworks you can lift patterns from.
forked from openai/openai-cookbook
OpenAI's canonical example collection: prompting, embeddings, function calling, evals. The single best API-patterns reference.
forked from santifer/career-ops
A larger take on the same idea: 14 skill modes, a Go dashboard, PDF generation, and batch processing over job listings.
forked from router-for-me/CLIProxyAPI
Wraps Claude Code, Codex, Gemini, and Grok behind one OpenAI-compatible API surface. A practical reference for provider-abstraction layers.
forked from MadsLorentzen/ai-job-search
Claude Code-based job application framework: fill in a profile and let the agent evaluate roles, tailor CVs, and draft cover letters.
forked from openai/openai-python
The official OpenAI Python SDK: useful for reading how a mature LLM client handles streaming, retries, and typed responses.
forked from openai/evals
OpenAI's framework and open registry for evaluating LLMs and LLM systems. Relevant to any accuracy-gating harness.
forked from cobusgreyling/loop-engineering
Patterns, starters, and CLI tools for orchestrating AI coding agents in loops. Directly adjacent to the RAYFINITE standing-orders work.
forked from DataTalksClub/llm-zoomcamp
DataTalksClub's free 10-week course on building real LLM applications end to end, including RAG and monitoring.
forked from neilsonnn/image-blaster
An image-to-world skillset packaged as a Claude skill, a working example of the skill-authoring format.
forked from ChainGPT-org/AgenticOS
ChainGPT's TypeScript AI agent for Twitter/X built on Hono and Bun: autonomous tweet generation and engagement loops.
forked from YanXuHappygela/AI-agent-hands-on-tutorial
Hands-on notebook series for building efficient AI agents from scratch: good for pattern extraction rather than production use.
The training stacks and pretrained model collections everything else is built on top of.
forked from tensorflow/tensorflow
The TensorFlow core repository: full C++/Python source for the framework.
forked from tensorflow/models
TensorFlow's official model garden: reference implementations across vision, NLP, and recommendation, maintained alongside the framework.
forked from keras-team/keras
The Keras high-level deep learning API, now multi-backend across TensorFlow, JAX, and PyTorch.
forked from huggingface/pytorch-image-models
timm, the largest collection of PyTorch image backbones, with training, eval, and export scripts plus pretrained weights.
forked from tensorflow/tfjs
TensorFlow.js. WebGL-accelerated training and inference directly in the browser.
forked from NVIDIA/DeepLearningExamples
NVIDIA's state-of-the-art training scripts organized by model, tuned for reproducible accuracy and performance on GPUs.
forked from tensorflow/tfjs-models
Ready-to-use pretrained models for TensorFlow.js: pose estimation, object detection, face mesh, text toxicity.
forked from tensorflow/tensorboard
TensorFlow's visualization toolkit for scalars, graphs, embeddings, and profiling runs.
forked from tensorflow/docs
The TensorFlow documentation source, including the tutorial notebooks published on tensorflow.org.
forked from tensorflow/build
TensorFlow's build tooling. Docker images, CI configuration, and the release pipeline for the framework itself.
Text processing, translation, topic modeling, and word-embedding tooling.
forked from explosion/spaCy
Industrial-strength NLP in Python: tokenization, NER, dependency parsing, and pipelines built for production throughput.
forked from MaartenGr/BERTopic
Topic modeling that combines transformer embeddings with c-TF-IDF to produce interpretable, labeled topic clusters.
forked from udacity/AIND-NLP
Udacity AI Nanodegree NLP exercises: text processing, feature extraction, and sequence modeling.
Image, video, and 3D asset work, including the 2D→3D conversion pipeline forks.
forked from VincentGarreau/particles.js
A lightweight JavaScript library for particle backgrounds. The standard reference for canvas-based ambient effects.
forked from mindee/doctr
Mindee's OCR library: end-to-end text detection and recognition over documents, with both TensorFlow and PyTorch backends.
forked from mpatacchiola/deepgaze
Computer vision library for human-computer interaction: head pose estimation, gaze direction, and face tracking with CNNs.
forked from Unity-Technologies/EditorXR
Unity's framework for authoring XR content from inside XR: in-headset scene editing.
forked from osrf/ovc
The Open Vision Computer from OSRF: open hardware and firmware for a stereo camera and IMU module used in robotics.
forked from rajeshbakthavachalam/2D-to-3D-Image-Converter
Full-stack Next.js + FastAPI app converting 2D images into 3D meshes or point clouds via depth estimation, exporting GLB/PLY.
forked from mattkarro/png-to-glb
Python scripts converting PNG/JPG images into textured, game-ready GLB models.
forked from UttuG/image-to-3d_asset
A lightweight JavaScript pipeline for turning a single image into a usable 3D asset.
Hyperparameter search, explainability, data validation, and serving, the unglamorous half of shipping ML.
forked from shap/shap
Game-theoretic feature attribution for any model. The standard tool for explaining individual predictions.
forked from fivetran/great_expectations
Declarative data validation: assert what a dataset should look like and get versioned docs plus failures when it drifts.
forked from chiphuyen/machine-learning-systems-design
Chip Huyen's booklet plus exercises on designing ML systems, the interview-and-architecture companion, not the O'Reilly book.
forked from modin-project/modin
Scales Pandas workloads across cores or a cluster by changing a single import line.
forked from hyperopt/hyperopt
Distributed asynchronous hyperparameter optimization in Python. TPE and random search over awkward, conditional search spaces.
forked from maxpumperla/hyperas
A thin Keras wrapper over Hyperopt that makes hyperparameter search readable inside a normal model definition.
forked from autonomio/talos
Hyperparameter experiment management for TensorFlow and Keras: scans, evaluation, and deployment of the winning configuration.
forked from rmunro/pytorch_active_learning
The code library for the Human-in-the-Loop Machine Learning book: uncertainty sampling, diversity sampling, and annotation strategy.
forked from awslabs/python-deequ
AWS's Python API for Deequ: data quality constraint checks running at scale on Spark.
forked from vopani/datatableton
100 graded exercises for learning Python's datatable, a fast alternative to Pandas for large frames.
forked from aws-samples/amazon-sagemaker-local-mode
Examples for running SageMaker training and inference containers locally, so you can debug without paying for cloud instances.
forked from EmilHvitfeldt/feature-engineering-az
Source for the book “Feature Engineering A-Z”, a systematic catalog of transformations and when each one applies.
GCP, AWS, and Azure SDKs and samples, Kubernetes and Terraform patterns, and small networking servers.
forked from GoogleCloudPlatform/training-data-analyst
Labs and demos backing Google Cloud's official training courses. BigQuery, Dataflow, Vertex AI, and more.
forked from GoogleCloudPlatform/python-docs-samples
Every Python code sample published on cloud.google.com, organized by service. The fastest way to find a working GCP snippet.
forked from Azure/azure-sdk-for-python
Active development repo for the entire Azure SDK for Python, all service clients and their shared core.
forked from googleapis/google-cloud-python
The Google Cloud client libraries for Python, covering the full GCP service surface.
forked from data-science-on-aws/data-science-on-aws
End-to-end AI/ML on AWS with Kubeflow, EKS, and SageMaker, from the O'Reilly book of the same name.
forked from GoogleCloudPlatform/data-science-on-gcp
Source for Valliappa Lakshmanan's O'Reilly book, a complete data science pipeline built on GCP services.
forked from GoogleCloudPlatform/deploymentmanager-samples
Google Deployment Manager templates, the pre-Terraform GCP infrastructure-as-code approach.
forked from GoogleCloudPlatform/appengine-guestbook-python
The canonical App Engine guestbook sample: basic datastore, auth, and templating on GAE.
forked from yks0000/awesome-kubernetes
A curated index of Kubernetes tools, operators, and learning resources.
forked from yks0000/azure-static-web-app-int
A minimal Azure Static Web Apps integration example.
forked from yks0000/dns-server-python
A DNS server implemented from scratch in Python: useful for understanding the wire protocol.
forked from yks0000/docker-development-youtube-series
Companion code for a practical Docker and Kubernetes development video series.
forked from yks0000/network-error-logging
A working demo of the browser Network Error Logging spec: collecting client-side network failures server-side.
forked from yks0000/simple-go-http-server
A minimal Go HTTP server, handy as a container or health-check baseline.
Real analyses and public-facing dashboards built on civic, social, and web data.
forked from WillKoehrsen/wikipedia-data-science
Working with Wikipedia dumps at scale: parsing, cleaning, and analyzing the full corpus in Python.
Trading strategy code and fraud-detection notebooks.
forked from coopersimson96/kronos-claude-skill
The Kronos stock prediction model packaged as a Claude skill, running technical analysis from a plain-English prompt.
forked from dcpatton/credit-card-fraud-detection
A second take on the same problem, comparing model families and resampling strategies for extreme class imbalance.
Coursework, specializations, curated curricula, and study notes, the largest slice of the archive.
forked from kmario23/deep-learning-drizzle
A very large curated index of ML, DL, RL, CV, and NLP lecture series, organized by topic and instructor.
forked from jeffheaton/t81_558_deep_learning
Jeff Heaton's full Washington University course on applications of deep neural networks, updated each semester.
forked from lmoroney/dlaicourse
Laurence Moroney's notebooks for the DeepLearning.AI TensorFlow courses, the official exercise source.
forked from udacity/deep-learning-v2-pytorch
Projects and exercises for Udacity's Deep Learning Nanodegree, PyTorch edition.
forked from aws-samples/aws-machine-learning-university-accelerated-cv
AWS Machine Learning University's accelerated computer vision class: lectures plus notebooks.
forked from aws-samples/aws-machine-learning-university-accelerated-tab
AWS MLU's accelerated tabular data class: feature engineering and gradient boosting on structured data.
forked from SanDiegoMachineLearning/bookclub
Notes and links from the San Diego Machine Learning book club, a running reading list with discussion summaries.
forked from algorithmsbooks/decisionmaking
The full source of the “Algorithms for Decision Making” textbook: rigorous coverage of uncertainty, MDPs, and POMDPs.
forked from aws-samples/aws-machine-learning-university-dte
AWS MLU's decision trees and ensemble methods class.
forked from singlestore-labs/webinar-code-examples
SingleStore's webinar code examples: real-time analytics and streaming ingestion patterns.
forked from nsadawi/Advanced-ML-Projects
A set of advanced machine learning project notebooks used for teaching.
forked from yks0000/coding-interview-university
A complete self-study computer science plan for becoming a software engineer, the canonical interview-prep syllabus.
forked from yks0000/in-quiz-questions
LinkedIn skill assessment question banks across AWS, REST, JavaScript, React, Git, and more.
forked from georgezoto/Azure-AI-Engineer-Certification
Resources, code, and slides for passing the Microsoft Azure AI Engineer certification.
forked from georgezoto/Talks
An index of repositories backing conference talks, meetups, and presentations.
Core systems source, editors, regex engines, and curated link collections.
forked from torvalds/linux
The Linux kernel source tree. Fork of torvalds/linux, the reference for anything at the OS layer.
forked from amueller/word_cloud
The standard Python word cloud generator, with masking, coloring, and stopword control.
forked from google/re2
Google's linear-time regular expression engine. Safe against catastrophic backtracking, unlike PCRE-style engines.
forked from cporter202/API-mega-list
A large curated index of public APIs across every category, the fastest starting point when scoping an integration.
forked from kzahel/web-server-chrome
A full HTTP server that runs inside Chrome: useful for local static hosting without a system install.
forked from yks0000/starred-repo-toc
A Go tool that generates a Markdown table of contents for all repositories a GitHub user has starred.
forked from yks0000/devopsbookmarks.com
The site source for devopsbookmarks.com, a categorized directory of DevOps tooling.
Upstream is formally archived, or has had no commit in five years or more. These are pulled out of their topic sections so the rest of the index reflects what is still maintained, each card keeps the topic it came from. Archived is a decision someone made; dormant is just silence, and a few of these (BERT, tensor2tensor, the CS 229 sheets) are still the canonical reference for their subject.
forked from mateogianolio/wordnet-visualization
An interactive browser visualization of the Princeton WordNet lexical database.
forked from georgezoto/Traffic_Tweet_analysis
Analysis of traffic-related tweets: geo and sentiment extraction from a live social stream.
forked from georgezoto/smart-city
The OCTO Smart City inventory, a catalog of municipal sensor and connectivity projects.
forked from glouppe/phd-thesis
Gilles Louppe's thesis “Understanding Random Forests”, the definitive theoretical treatment of tree ensembles.
forked from turi-code/sample-movie-recommender
A movie recommender built with GraphLab Create, a compact collaborative-filtering walkthrough.
forked from rasbt/pydata-chicago2016-ml-tutorial
Sebastian Raschka's scikit-learn tutorial from PyData Chicago, still one of the cleanest treatments of the classic ML workflow.
forked from georgezoto/opendatadc-starterkit
A starter kit for building on opendata.dc.gov APIs with Esri, Mapbox, and D3.
forked from georgezoto/create-your-own-adventure
A Udacity Git exercise repo: branching and merging practice on a small text project.
forked from georgezoto/reflections
Written reflections from Udacity's Git and GitHub course.
forked from georgezoto/ml-talk-demos
Demo code from a Google Next '17 machine learning talk.
forked from georgezoto/economic-intelligence
Washington DC's public economic intelligence dashboard (DMPED), a solid civic data presentation reference.
forked from georgezoto/video-intelligence-demo
The Video Intelligence API demo from a Google Next keynote: label and shot detection over uploaded video.
forked from pemywei/attention-nmt
A compact, readable attention-based encoder-decoder for machine translation. Good for understanding the mechanism without framework noise.
forked from georgezoto/Elixir-and-Phoenix
Elixir and Phoenix applications built through a Udemy course: functional web development on the BEAM.
forked from georgezoto/mlsh
Meta-Learning Shared Hierarchies: reinforcement learning agents that learn reusable sub-policies across task distributions.
forked from georgezoto/Intro-to-Programming-Nanodegree
Udacity's intro programming track, the on-ramp to web, data, and ML specializations.
forked from georgezoto/Virtual-Reality-Nanodegree
Udacity's VR Nanodegree in Unity/C#: scene design, interaction, and performance for headsets.
forked from georgezoto/stackoverflow
An exploration of the Stack Overflow 2017 developer survey results.
forked from chrisjmccormick/inspect_word2vec
Utilities for exploring Google's pretrained 3M-word Word2Vec model: vocabulary inspection and nearest-neighbor probes.
forked from georgezoto/recommender-systems-in-python
A collection of notebooks working through recommender system approaches in Python, from content-based to matrix factorization.
forked from georgezoto/Tableau-A-Z
Course material for the Tableau A-Z hands-on training: dashboards, joins, and calculated fields.
forked from georgezoto/Disaster_Vulnerability_Map
A DataKind DC volunteer project mapping disaster risk and community vulnerability for Catholic Charities USA.
forked from georgezoto/Neural-Networks-and-Deep-Learning
Course 1 of Andrew Ng's Deep Learning Specialization: forward/backward propagation and network fundamentals from scratch.
forked from georgezoto/Publications
A companion repository for published articles and completed certifications.
forked from georgezoto/Structuring-Machine-Learning-Projects
Course 3 of the Deep Learning Specialization: error analysis, train/dev/test strategy, and transfer learning decisions.
forked from georgezoto/Hyperparameter-Tuning-Regularization-and-Optimization
Course 2 of the Deep Learning Specialization: initialization, regularization, batch norm, and optimizers.
forked from tensorflow/tfjs-vis
In-browser visualization utilities for TensorFlow.js: training curves, confusion matrices, and layer inspection.
forked from yks0000/geeksforgeeks.pdf
Topic-organized PDF exports of GeeksforGeeks articles for offline study.
forked from UrbanInstitute/disrupting-food-insecurity
Urban Institute dashboard showing county-level food insecurity alongside peer-group comparisons.
forked from georgezoto/Convolutional-Neural-Networks
Course 4 of the Deep Learning Specialization: classical CNN architectures, detection, and face/style applications.
forked from georgezoto/RNN-LSTM-NLP-Sequence-Models
Course 5 of the Deep Learning Specialization. RNNs, LSTMs, attention, and sequence-to-sequence models.
forked from miroenev/teach_DL
Teaching materials and notebooks for introducing deep learning with GPU-accelerated examples.
forked from okdalto/VisualizeMNIST
A real-time Processing visualization of a neural network recognizing hand-drawn digits. Excellent for explaining inference visually.
forked from georgezoto/Deep-Learning-with-PyTorch
Notebook work through PyTorch fundamentals: tensors, autograd, and training loops.
forked from georgezoto/fashion-mnist
A drop-in MNIST replacement using clothing images, the standard harder-than-MNIST benchmark for quick model sanity checks.
forked from georgezoto/Google-Cloud-Platform-Associate-Cloud-Engineer
Study resources and notes for the GCP Associate Cloud Engineer exam.
forked from sekwiatkowski/awesome-capsule-networks
A curated list of papers, implementations, and explainers on capsule networks.
forked from georgezoto/scibert
BERT pretrained on scientific literature, for domain-specific NLP over papers and technical text.
forked from cezannec/capsule_net_pytorch
A deliberately readable PyTorch implementation of Hinton's Capsule Network with dynamic routing.
forked from blipzimmerman/microservices-demo-1
A 10-service cloud-native demo application showcasing Kubernetes, Istio, gRPC, OpenCensus, and Skaffold together.
forked from afshinea/stanford-cs-229-machine-learning
The VIP cheatsheets for Stanford CS 229: supervised, unsupervised, and deep learning summarized densely.
forked from vineetk1/fairseq
A transaction-bot built on Meta's fairseq toolkit using neural attention-based encoder-decoder models.
forked from georgezoto/Deep-Learning-Adventures
A community study group's collected deep learning, TensorFlow, and computer vision material.
forked from georgezoto/TensorFlow-in-Practice
The full TensorFlow in Practice specialization: applied CNN, NLP, and time-series work in Keras.
forked from GoogleCloudPlatform/terraform-google-examples
A collection of working Terraform configurations for common Google Cloud topologies.
forked from dlevonian/cc-fraud-detection
Notebooks exploring credit card fraud detection on a severely imbalanced transaction dataset.
forked from georgezoto/Coding-in-TensorFlow
A five-week coding challenge working through TensorFlow models and applications.
forked from fchollet/deep-learning-models
François Chollet's original Keras weights and code for the classic ImageNet architectures (VGG, ResNet, Inception, Xception).
forked from faezetta/VMMRdb
Vehicle Make and Model Recognition dataset: real-world images across thousands of make/model/year classes.
forked from georgezoto/oso
An open-source policy engine for authorization that embeds directly in your application, replacing scattered permission checks.
forked from googlecodelabs/nyc-subway-station-locator
A Go codelab app using geospatial lookup on App Engine to find nearby subway stations.
forked from Machine-Learning-Tokyo/AI_Curriculum
Machine Learning Tokyo's index of open deep learning and RL lectures from Stanford, MIT, and UC Berkeley.
forked from georgezoto/TensorFlow-Data-and-Deployment
The deployment-focused specialization: TF.js in the browser, TF Lite on device, and TFX data pipelines.
forked from chrisconlan/algorithmic-trading-with-python
Source for Chris Conlan's book: backtesting, portfolio construction, and performance analytics in pure Python.
forked from GoogleCloudPlatform/cloud-vision
Sample code for the Google Cloud Vision API across several languages and use cases.
forked from adobe/brackets
Adobe's open-source web code editor, written in JavaScript, HTML, and CSS. Now archived but a landmark editor codebase.
forked from googlecodelabs/orchestrate-with-kubernetes
Google's codelab source for Kubernetes fundamentals: deployments, services, and rolling updates.
forked from tensorflow/nmt
TensorFlow's official neural machine translation tutorial: seq2seq with attention, explained end to end.
forked from lambci/docker-lambda
Docker images that replicate the live AWS Lambda runtime, so functions can be tested locally with real behavior.
forked from GoogleCloudPlatform/gcf-automated-resource-cleanup
Cloud Functions that automatically reclaim idle or orphaned GCP resources, a cost-control pattern worth stealing.
forked from tensorflow/tensor2tensor
The earlier Google library of models and datasets that introduced many transformer training recipes. Archived but historically important.
forked from forseti-security/forseti-security
Google's open-source GCP security toolkit: inventory, policy scanning, and enforcement across an organization.
forked from griptape-ai/dynamic-rag-demos
Griptape's demos of dynamic retrieval-augmented generation: runtime-assembled context rather than static indexes.
forked from googlecodelabs/user-authentication-with-iap
Codelab source for authenticating users behind Google's Identity-Aware Proxy.
forked from awslabs/multi-model-server
AWS's inference server for hosting multiple neural network models behind one endpoint.
forked from openai/jukebox
OpenAI's raw-audio music generation model: generates song audio with vocals conditioned on genre, artist, and lyrics.
forked from google-research/bert
Google Research's original BERT release. TensorFlow code plus pretrained checkpoints. The paper that started the pretraining era.
forked from aws-solutions/performance-dashboard-on-aws
An AWS solution for building and publishing public performance dashboards without a custom backend.
forked from GoogleCloudPlatform/continuous-deployment-on-kubernetes
A walkthrough for running Jenkins on GKE and wiring a full CD pipeline into Kubernetes.
forked from google/trax
Google Brain's clear-code deep learning library, built for readable research implementations of transformers and RL.