Lab Materials for MIT 6.S191: Introduction to Deep Learning
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Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.
- c-plus-plus
- machine-learning
- online-learning
- contextual-bandits
My blogs and code for machine learning. http://cnblogs.com/pinard
- machinelearning
- algorithms
- scikit-learn
- reinforcementlearning
TranslatedBuild your neural network easy and fast, 莫烦Python (Morvan Python) Chinese teaching
- neural-network
- python
- pytorch-tutorial
- batch-normalization
StarCraft II Learning Environment
- reinforcement-learning
- machine-learning
- starcraft-ii
- starcraft-ii-replays
Playing Pokemon Red with Reinforcement Learning
Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM
- artificial-intelligence
- attention-mechanisms
- deep-learning
- reinforcement-learning
Type-safe, distributed orchestration of agents, ML pipelines, and real-time inference on your k8s — in pure Python with async/await, also other languages (rust, go and ts)
- machine-learning
- scale
- workflow
- mlops
Infrastructure for continually self‑improving agents
Become a cracked AI/ML researcher/engineer with this unconventional textbook covering maths, computing, and ML with intuition.
AI enabled pair programmer for Claude, GPT, O Series, Grok, Deepseek, Gemini and 300+ models
- ai-workflows
- artifical-intelligense
- claude-3-7-sonnet
- command-line
Deep Learning and Reinforcement Learning Library for Scientists and Engineers
- tensorlayer
- deep-learning
- tensorflow
- neural-network
An open source reinforcement learning framework for training, evaluating, and deploying robust trading agents.
Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI.
Reading list for research topics in multimodal machine learning
- multimodal-learning
- machine-learning
- representation-learning
- natural-language-processing
A collection of LLM papers, blogs, and projects, with a focus on OpenAI o1 🍓 and reasoning techniques.
- chain-of-thought
- coding
- llm
- mathematics
Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).
- deep-learning
- deep-reinforcement-learning
- game
🔬 A curated list of awesome LLMs & deep learning strategies & tools in financial market.
A course in reinforcement learning in the wild
- reinforcement-learning
- course-materials
- deep-learning
- deep-reinforcement-learning
Puffing up reinforcement learning
A curated list of awesome self-supervised methods
- machine-learning
- computer-vision
- self-supervised
- reinforcement-learning
A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility
Solve Visual Understanding with Reinforced VLMs
- deepseek-r1
- grpo
- llm
- multimodal
PyTorch implementations of deep reinforcement learning algorithms and environments