Rohan Varma

neuralnets. 🤖 bare-bones implementation of a neural network with numpy

paper-analysis. Analysis & Implementation of deep learning papers

ECE-239AS-Project. RNNs on EEG Data

word2vec. 🎬 machine learning on movie reviews with word embeddings

ml-algorithms. 💻 my own machine learning library with algorithms implemented from scratch

nn-init-demo. Demos demonstrations of things that can go wrong when initializing weights

ml-utils. My machine learning utils

scripts. Some productivity scripts

awesome-athletes. ⚾ machine learning meets sports analytics: clustering similar athletes, gauging performance & injury rates!

machine-learning-notes. Collection of Notes for different machine learning topics

resnet-implementation. An implementation of the ResNet paper: https://arxiv.org/pdf/1512.03385.pdf

GeoStats. geopolitical/socioeconomic data maps

python-gil. A blog post and code examples for explaining the GIL in Python

activity-suggestor-cs130. Location-based suggestions app built for CS 130.

neural-machine-translation. Implementing seq 2 seq and soft attention models

pt-shard-experiments. Python

phone-usage-tracking. Jupyter Notebook + Blog Post about phone usage during 2018

torchtune. A Native-PyTorch Library for LLM Fine-tuning

tf-utils. My utilities for fast model creation in Tensorflow

torchtune-2. A Native-PyTorch Library for LLM Fine-tuning

pytorch-programs. Experimenting with deep learning in pytorch

rohan-varma.github.io. Software Engineer @ Facebook