CoderHam
Engineering Manager, Model Serving @cohere-ai | ex-@NVIDIA | University of Washington
@WaveForms-AI
Pinned Repositories
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
kuixine-hack
Learning
A repo for all the stuff to experiment and learn different things!
PaintingByNumbersIFY
Python code for converting any image to a Painting By Numbers version of itself. Now supports GPU acceleration as well.
PyTorchLearn
A series of lectures in the form on jupyter notebooks for PyTorch.
VideoSimilarity
Capstone Project for MS in Data Science @ University of Washington - Video Similarity Search
WebScraper
A Node.Js based web scraper for E-commerce websites like Flipkart etc.
pytorch_backend
The Triton backend for the PyTorch TorchScript models.
server
The Triton Inference Server provides an optimized cloud and edge inferencing solution.
CoderHam's Repositories
CoderHam/PaintingByNumbersIFY
Python code for converting any image to a Painting By Numbers version of itself. Now supports GPU acceleration as well.
CoderHam/VideoSimilarity
Capstone Project for MS in Data Science @ University of Washington - Video Similarity Search
CoderHam/co-similarity
Using @cohere-ai's API to extract embeddings from Board Game Geek descriptions to find similar board games.
CoderHam/Learning
A repo for all the stuff to experiment and learn different things!
CoderHam/PyTorchLearn
A series of lectures in the form on jupyter notebooks for PyTorch.
CoderHam/UWMyPlan
A scraper to fetch data of all ongoing courses (and their details) at the University of Washington, Seattle.
CoderHam/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.
CoderHam/CADL
Course materials/Homework materials for the FREE MOOC course on "Creative Applications of Deep Learning w/ Tensorflow" #CADL
CoderHam/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.
CoderHam/data-512-a2
Assignment 2 - Bias in Data - DATA 512: Human-Centered Data Science
CoderHam/data-512-final-project
Final Project for DATA512 - Human-Centered Data Science @ University of Washington
CoderHam/data558-MachineLearning
Polished python code required for one of the assignments for DATA558 - Statistical Machine Learning For Data Scientists at University of Washington.
CoderHam/DeepAudioClassification
Finding the genre of a song with Deep Learning
CoderHam/DeepQA
My tensorflow implementation of "A neural conversational model", a Deep learning based chatbot
CoderHam/go-radix
Golang implementation of Radix trees
CoderHam/insanely-fast-whisper
CoderHam/Knet.jl
Koç University deep learning framework.
CoderHam/LM-LSTM-CRF
Empower Sequence Labeling with Task-Aware Language Model
CoderHam/mem0
The Memory layer for AI Agents
CoderHam/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.
CoderHam/peft
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
CoderHam/practical-pytorch
PyTorch tutorials demonstrating modern techniques with readable code
CoderHam/pytorch-CycleGAN-and-pix2pix
Image-to-image translation in PyTorch (e.g. horse2zebra, edges2cats, and more)
CoderHam/skip-thoughts
Sent2Vec encoder and training code from the paper "Skip-Thought Vectors"
CoderHam/speech-to-text-wavenet
Speech-to-Text-WaveNet : End-to-end sentence level English speech recognition based on DeepMind's WaveNet and tensorflow
CoderHam/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.
CoderHam/tftrt-examples
Practical examples and workflows for Tensorflow-TensorRT
CoderHam/transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
CoderHam/variational-siamese-network
CoderHam/video-classification-3d-cnn-pytorch
Video classification tools using 3D ResNet