Hemant Jain's repositories
PaintingByNumbersIFY
Python code for converting any image to a Painting By Numbers version of itself. Now supports GPU acceleration as well.
VideoSimilarity
Capstone Project for MS in Data Science @ University of Washington - Video Similarity Search
co-similarity
Using @cohere-ai's API to extract embeddings from Board Game Geek descriptions to find similar board games.
Context-aware-clustering
Context-aware clustering of mixed/categorical data using word embeddings from Stanford's GloVe and t-SNE (for dimensionality reduction) with the k-means clustering algorithm. This serves as the code and implementation for the paper: Context-aware Clustering using Glove and k-Means
PyTorchLearn
A series of lectures in the form on jupyter notebooks for PyTorch.
WorldOfFIFA
A Web application for a set of visualisations for the Kaggle FIFA dataset. Made for the Data Visualisation course at the University of Washington.
Colorful-Image-Colorization
A deep learning approach to colorizing images
data-512-a1
The goal of this assignment is to construct, analyze, and publish a dataset of monthly traffic on English Wikipedia from January 1 2008 through September 30 2018. All of the analysis is performed in the Jupyter notebook and the data is made available in `.json` and `.csv` files. This ReadMe acts as the documentation.
data-512-a2
Assignment 2 - Bias in Data - DATA 512: Human-Centered Data Science
data-512-final-project
Final Project for DATA512 - Human-Centered Data Science @ University of Washington
data558-MachineLearning
Polished python code required for one of the assignments for DATA558 - Statistical Machine Learning For Data Scientists at University of Washington.
DeepAudioClassification
Finding the genre of a song with Deep Learning
LM-LSTM-CRF
Empower Sequence Labeling with Task-Aware Language Model
ML-From-Scratch
Machine Learning From Scratch. Bare bones Python implementations of Machine Learning models and algorithms with a focus on transparency and accessibility. Aims to cover everything from Data Mining techniques to Deep Learning.
peft
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
practical-pytorch
PyTorch tutorials demonstrating modern techniques with readable code
pytorch-CycleGAN-and-pix2pix
Image-to-image translation in PyTorch (e.g. horse2zebra, edges2cats, and more)
skip-thoughts
Sent2Vec encoder and training code from the paper "Skip-Thought Vectors"
speech-to-text-wavenet
Speech-to-Text-WaveNet : End-to-end sentence level English speech recognition based on DeepMind's WaveNet and tensorflow
TensorRT-LLM
TensorRT-LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and build TensorRT engines that contain state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT-LLM also contains components to create Python and C++ runtimes that execute those TensorRT engines.
tftrt-examples
Practical examples and workflows for Tensorflow-TensorRT
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
video-classification-3d-cnn-pytorch
Video classification tools using 3D ResNet