Simple and easily configurable grid world environments for reinforcement learning
- gridworld-environment
- gymnasium
- gymnasium-environment
Repository Index
67,762 visible repositories in the index
1,849–1,872 of 2,787 · Most stars
Benchmarking Knowledge Transfer in Lifelong Robot Learning
- benchmark
- imitation-learning
- lifelong-learning
- manipulation
[AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"
- deep-learning
- forecasting
- forecasting-model
- linear-models
A curated list of resources for text detection/recognition (optical character recognition ) with deep learning methods.
- ocr
- ocr-recognition
- ocr-detection
- text-recognition
An efficient video loader for deep learning with smart shuffling that's super easy to digest
- video-loader
2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.
Message Passing Neural Networks for Molecule Property Prediction
- machine-learning
- chemistry
- neural-networks
- drug-discovery
A FREE pragmatic DevOps learning to kickstart your DevOps career and knowledge in the Cloud Native era following the Agile MVP style in the AI era! ⭐ (2026 plans for DevOps, Cloud, Platform, SRE, SWE)
🧭 Architecture-first system design: 26 bilingual tutorials, 25 architecture templates, and 6 end-to-end cases covering distributed systems, AI-native systems, RAG, coding Agents, and production trade-offs.
- architecture-decision-records
- architecture-patterns
- backend
- c4-model
10x faster matrix and vector operations
- machine-learning
- data-mining
- database
- compression
Textbook on reinforcement learning from human feedback
- ai
- alignment
- rlhf
🎬 Evidence-led Seedance 2.5 / 2.0 prompt library: 840+ cases traced to original posts, 490+ cross-model retest runs, 27 copy-ready templates, 79 installable AI-video Skills. Synced daily from goodcase.ai. EN / 中文 / 日本語.
- ai-video
- awesome
- bytedance
- prompt-engineering
Collection of papers, datasets, code and other resources for object tracking and detection using deep learning
- deep-learning
- object-detection
- detection
- tracking-by-detection
Collection of popular and reproducible image denoising works.
- image-denoising
- benchmarking
- state-of-the-art
- reproducible-research
200+ detailed flashcards useful for reviewing topics in machine learning, computer vision, and computer science.
Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BER
Large language models (LLMs) made easy, EasyLM is a one stop solution for pre-training, finetuning, evaluating and serving LLMs in JAX/Flax.
- deep-learning
- flax
- jax
- language-model
Python实用教程，包括：Python基础，Python高级特性，面向对象编程，多线程，数据库，数据科学，Flask，爬虫开发教程。
- python
- python-tutorial
- numpy
- scipy
Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.
- dash
- shap-values
- dashboard
- model-predictions
YoloV3 Implemented in Tensorflow 2.0
- tensorflow
- tf2
- yolo
- yolov3
A collection of resources for learning type theory and type theory adjacent fields.
Must-read papers on network representation learning (NRL) / network embedding (NE)
- network-embedding
- paper-list
A curated list of awesome projects and resources related to Argo (a CNCF graduated project)
A library of sklearn compatible categorical variable encoders