sachdevkartik

annotated_deep_learning_paper_implementations

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

PresentX

GPT-3 Based Latex Code Presentation Maker.

AutoML

Computer-Vision

Deep Learning implementations using PyTorch

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 175 universities.

ExplainableAI

Feature assessment and importance of Machine Learning Models using SHAP and CXPlain libraries

GSoC-2022

Solution for evaluation tests for GSoC 2022

nn

🧠 Minimal implementations/tutorials of deep learning papers with side-by-side notes; including transformers (original, xl, switch, feedback), optimizers(adam, radam, adabelief), gans(dcgan, cyclegan), reinforcement learning (ppo, dqn), capsnet, sketch-rnn, etc.

Reinforcement-Learning

Implementations of Reinforcement Learning algorithms

sachdevkartik/GSoC-2022

Solution for evaluation tests for GSoC 2022

sachdevkartik/AutoML

sachdevkartik/d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 175 universities.

sachdevkartik/deepLense_transformer_ssl

Self-Supervised Learning

sachdevkartik/nn

🧠 Minimal implementations/tutorials of deep learning papers with side-by-side notes; including transformers (original, xl, switch, feedback), optimizers(adam, radam, adabelief), gans(dcgan, cyclegan), reinforcement learning (ppo, dqn), capsnet, sketch-rnn, etc.

sachdevkartik/Computer-Vision

Deep Learning implementations using PyTorch

sachdevkartik/ExplainableAI

Feature assessment and importance of Machine Learning Models using SHAP and CXPlain libraries

sachdevkartik/Reinforcement-Learning

Implementations of Reinforcement Learning algorithms

sachdevkartik/__init__

sachdevkartik/action-ros-ci

Github Action to build and test ROS 2 packages using colcon

sachdevkartik/autobrains

sachdevkartik/computervision-recipes

Best Practices, code samples, and documentation for Computer Vision.

sachdevkartik/deep-rl-class

This repo contain the syllabus of the Hugging Face Deep Reinforcement Learning Class.

sachdevkartik/DeepLense

sachdevkartik/DiscordBot

sachdevkartik/FastAPI

sachdevkartik/garage

A toolkit for reproducible reinforcement learning research.

sachdevkartik/ML4SCI.github.io

Machine Learning for Science github site

sachdevkartik/PresentX

GPT-3 Based Latex Code Presentation Maker.

sachdevkartik/python-collab-template

🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.

sachdevkartik/rl-reliability-metrics

The RL Reliability Metrics library provides a set of metrics for measuring the reliability of reinforcement learning (RL) algorithms, as well as statistical tools for comparing algorithms and for computing confidence intervals on these metrics.

sachdevkartik/rliable

[NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.

sachdevkartik/rlkit

Collection of reinforcement learning algorithms

sachdevkartik/sachdevkartik

sachdevkartik/self-attention-cv

Implementation of various self-attention mechanisms focused on computer vision. Ongoing repository.

sachdevkartik/sfp

Official code release for TMLR 2022 paper SFP: State-free Priors for Exploration in Off-Policy Reinforcement Learning

sachdevkartik/SiT

Self-supervised image Transformer (SiT)

sachdevkartik/transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch, TensorFlow, and JAX.