mkumar73

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TU Clausthal

Germany

https://www.linkedin.com/in/mkumar73/

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Manish Kumar's starred repositories

excalidraw

Virtual whiteboard for sketching hand-drawn like diagrams

Language:TypeScriptMIT78278 396 3400

gpt-engineer

Specify what you want it to build, the AI asks for clarification, and then builds it.

Language:PythonMIT46804 485 377

DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

Language:PythonApache-2.034114 340 2667

google-research

Google Research

Language:Jupyter NotebookApache-2.033553 749 1223

ray

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

Language:PythonApache-2.032471 475 18113

deeplearning-models

A collection of various deep learning architectures, models, and tips

Language:Jupyter NotebookMIT16493 594 28

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

Language:PythonMIT15543 647 850

cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5

MIT15062 1044 18

horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

Language:PythonNOASSERTION14084 335 2237

nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

Language:PythonMIT13918 284 2079

system_design

Preparation links and resources for system design questions

tianshou

An elegant PyTorch deep reinforcement learning library.

Language:PythonMIT7662 93 727

Machine-Learning-Collection

A resource for learning about Machine learning & Deep Learning

Language:PythonMIT7340 114 124

example-code

Example code for the book Fluent Python, 1st Edition (O'Reilly, 2015)

Language:PythonMIT5542 297 26

Pluto.jl

🎈 Simple reactive notebooks for Julia

Language:JavaScriptMIT4918 36 1617

open_spiel

OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.

Language:C++Apache-2.04123 108 545

Auto-PyTorch

Automatic architecture search and hyperparameter optimization for PyTorch

Language:PythonApache-2.02336 45 252

time-series-transformers-review

A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.

dmls-book

Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)

azureml-examples

Official community-driven Azure Machine Learning examples, tested with GitHub Actions.

Language:Jupyter NotebookMIT1682 2619 285

ultimate-fastapi-tutorial

The Ultimate FastAPI Tutorial

Language:Python988 15 15

reverb

Reverb is an efficient and easy-to-use data storage and transport system designed for machine learning research

Language:C++Apache-2.0702 26 123

torchprofile

A general and accurate MACs / FLOPs profiler for PyTorch models

Language:PythonMIT548 10 18

stat453-deep-learning-ss21

STAT 453: Intro to Deep Learning @ UW-Madison (Spring 2021)

Language:Jupyter NotebookMIT436 10 4

Decision-Making-Under-Uncertainty

Decision making under uncertainty using the POMDPs.jl ecosystem taught by Robert Moss

Language:HTML220 13 3

argoflow

Argoflow has been superseded by deployKF

Language:YAMLAGPL-3.0139 7 15

deep_architect

A general, modular, and programmable architecture search framework

Language:PythonMIT122 11 7

avalanche-rl

Avalanche fork adding RL support

Language:PythonMIT67 8 14

uninas

A highly modular PyTorch framework with a focus on Neural Architecture Search (NAS).

Language:PythonMIT22 4 3

maxhalford.github.io

:house_with_garden: Personal website

Language:HTMLMIT12 3 33