Sumanth Kumar (sumkumar)

sumkumar

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deep-rl-class

This repo contains the syllabus of the Hugging Face Deep Reinforcement Learning Course.

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Awesome-LLM

Awesome-LLM: a curated list of Large Language Model

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llm-search

Querying local documents, powered by LLM

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ml-agents

The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.

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stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

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mujoco-py

MuJoCo is a physics engine for detailed, efficient rigid body simulations with contacts. mujoco-py allows using MuJoCo from Python 3.

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keras-rl

Deep Reinforcement Learning for Keras.

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FedML

FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-premise cluster. Built on this library, TensorOpera AI (https://TensorOpera.ai) is your generative AI platform at scale.

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Awesome-Federated-Learning

FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai

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graph-based-deep-learning-literature

links to conference publications in graph-based deep learning

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fastai

The fastai deep learning library

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numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

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coach

Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms

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DRL-Agents

research and implementations of Deep RL agents and their applications

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learning-to-learn

Learning to Learn in TensorFlow

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gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

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transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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