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a-guide-to-deepminds-starcraft-ai-environment

This is the code for "A Guide to DeepMind's StarCraft AI Environment" by Siraj Raval on Youtube

agilerl

Streamlining reinforcement learning with RLOps

ai_tools_and_papers

alpa

Training and serving large-scale neural networks with auto parallelization.

awesome-federated-machine-learning

Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond

awesome-llm-long-context-modeling

📰 Must-read papers and blogs on LLM based Long Context Modeling 🔥

boxkite

Concept drift monitoring for HA model servers.

cell

** Moved to https://gitlab.com/cell_lang/cell ** Cell Elementary Learning Language

css-grid-playlist

Course files for the CSS Grid playlist on The Net Ninja YouTube channel.

ctci-6th-edition-python

Cracking the Coding Interview 6th Ed. Python Solutions

deeprl_algorithms

DeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DDPG, TD3, SAC)

dexined

DexiNed: Dense EXtreme Inception Network for Edge Detection

diffdock

Implementation of DiffDock: Diffusion Steps, Twists, and Turns for Molecular Docking

dify

Dify is an open-source LLM app development platform. Dify's intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, observability features and more, letting you quickly go from prototype to production.

draw-io-neural

neural network template draw.io

drugex

Deep learning toolkit for Drug Design with Pareto-based Multi-Objective optimization in Polypharmacology

engineeringmlops

Engineering MLOps, published by Packt

esm

Evolutionary Scale Modeling (esm): Pretrained language models for proteins

fastapi-course

fedtrans

FedScale is a scalable and extensible open-source federated learning (FL) engine and benchmark.

flower

Flower: A Friendly Federated Learning Framework

generalization_procgen

gentrl

Generative Tensorial Reinforcement Learning (GENTRL) model

gflownet

Generative Flow Networks

gnnpapers

Must-read papers on graph neural networks (GNN)

gpt-researcher

GPT based autonomous agent that does online comprehensive research on any given topic

gpt_app

graph-neural-networks-for-drug-discovery

graph_nets

PyTorch Implementation and Explanation of Graph Representation Learning papers: DeepWalk, GCN, GraphSAGE, ChebNet & GAT.

homework_fall2022

Assignments for Berkeley CS 285: Deep Reinforcement Learning (Fall 2022)