skr3178's Projects
A resource repository for 3D machine learning
DL based processing of atac-seq data
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
My notes / works on deep learning from Coursera
CS224W Stanford Winter 2021 Homework solutions
Introduction to Deep Neural Networks with Keras and Tensorflow
My solution to the book A Collection of Data Science Take-Home Challenges
GCP Essentials for Bioinformatics Researchers
A collaborative repository for research on modeling additive manufacturing using graph neural networks
This is the official repository for the Human Cell Atlas Heart project.
Implementation of hyperparameter optimization/tuning methods for machine learning & deep learning models (easy&clear)
List of resources for learning bioinformatics, from beginner to advanced
Repository for the notebooks used in the Single Cell workshop for the Lisbon Summer School 2021
The simplest, fastest repository for training/finetuning medium-sized GPTs.
Generative Models for Graph-Based Protein Design
Codes for the videos of my YouTube channel
Jupyter notebooks for the Natural Language Processing with Transformers book
Probabilistic Deep Learning finds its application in autonomous vehicles and medical diagnoses. This is an increasingly important area of deep learning that aims to quantify the noise and uncertainty that is often present in real-world datasets.
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
A Python nearest neighbor descent for approximate nearest neighbors
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more