soumyadip1995 Goto Github PK

mingpt

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

minifold

Creating a mini version of Deep Learning for Protein Structure Prediction inspired by DeepMind AlphaFold algorithm

models

Models and examples built with TensorFlow

nlp

🎓📲 Curriculum to Learn Natural Language Processing. Prerequisites in Python, Deep Learning, Linear Algebra, Probability and Calculus is Needed. A compilation of resources.

nlp-1

nmt-chatbot

NMT Chatbot

numgrad

Something in the middle of Autograd's grad engine and Karpathy's Micrograd engine

nyc-subway

opencv

Open Source Computer Vision Library

openpilot

openpilot is an open source driver assistance system. openpilot performs the functions of Automated Lane Centering and Adaptive Cruise Control for over 85 supported car makes and models.

outlier-detection-data-exploration-tutorial

🎓Tutorial on Outlier Detection, Data Exploration. The tutorial assumes that you have the necessary understanding of Python Programming and High school level statistics

papers-on-deep-learning

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-ppuu

Code for Prediction and Planning Under Uncertainty (PPUU)

q-learning

Q learning on openAI gym game;- Taxi V2

restricted-boltzmann-machines

Restricted Boltzmann Machines in Python.

robond-quadrotor-unity-simulator

QuadRotor simulator for Controls and Deep Learning projects

scheme_haskell

Scheme using Haskell

soumyadip1995.github.io

Soumyadip's blog

tcav

⚙📲Interpretability Beyond Feature Attribution: Quantitative Testing with Concept Activation Vectors (TCAV)

tensorflow-tutorials

TensorFlow Tutorials with YouTube Videos

textbrain

A tool that is built using several open source services and uses Open AI's GPT-2 as a base model.

tfjs-examples

Examples built with TensorFlow.js

tictactoe

tinyml