LLM101n: Let's build a Storyteller

NLP

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…

Real life ML project

Python for Data Science and AI

The fastai book, published as Jupyter Notebooks

Neural question generation using transformers

TensorFlow Basic Tutorial Labs

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep lear…

Open Source Computer Vision Library

A method to generate speech across multiple speakers

Repository containing notebooks of my posts on Medium

StyleGAN2 - Official TensorFlow Implementation

💻 🤖 A summary on our attempts at using Deep Learning approaches for Emotional Text to Speech 🔈

Code and slides of my YouTube series called "Audio Signal Proessing for Machine Learning"

Tacotron 2 - PyTorch implementation with faster-than-realtime inference

Generate random poetry using a LSTM neural network

Emotion recognition of Speaker's Speech Data. Employ speaker detection classifiers for emotion recognition, a multiclass classification problem. Emotion Classes: Happy, Sad, Neutral, Relaxed and Angry

Scikit-Learn, NLTK, Spacy, Gensim, Textblob and more

Sentimental analysis using keras in python

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 …

Deep Learning Specialization by Andrew Ng on Coursera.

Marathi to English machine translator for simple sentences

PyTorch Tutorial for Deep Learning Researchers

Simple PyTorch Tutorials Zero to ALL!

NLP exercises with PyTorch.

Open Source Data Science Resources.