mhw32

adaware-nlp

A toolkit of random natural language predictive models.

contrastive-ring-public

PyTorch implementation for " Conditional Negative Sampling for Contrastive Learning of Visual Representations" (https://arxiv.org/abs/2010.02037).

data-centric-deep-learning

Public repository for the "Data-Centric Deep Learning" course taught by Mike Wu and Andrew Maas. Available at https://corise.com/course/data-centric-deep-learning.

derm-ai

Machine Learning for Skin Disease Classification

meta-inference-public

A PyTorch implementation of "Meta-Amortized Variational Inference and Learning" (https://arxiv.org/abs/1902.01950)

multimodal-vae-public

A PyTorch implementation of "Multimodal Generative Models for Scalable Weakly-Supervised Learning" (https://arxiv.org/abs/1802.05335)

prototransformer-public

PyTorch implementation for "ProtoTransformer: A Meta-Learning Approach to Providing Student Feedback" (https://arxiv.org/abs/2107.14035).

rubric-sampling-public

PyTorch implementation for "Zero Shot Learning for Code Education: Rubric Sampling with Deep Learning Inference" (https://arxiv.org/abs/1809.01357).

temperature-as-uncertainty-public

PyTorch implementation for "Temperature as Uncertainty in Contrastive Learning" (https://arxiv.org/abs/2110.04403).

variational-item-response-theory-public

A PyTorch implementation of "Variational Item Response Theory: Fast Accurate, and Expressive"

mhw32/multimodal-vae-public

A PyTorch implementation of "Multimodal Generative Models for Scalable Weakly-Supervised Learning" (https://arxiv.org/abs/1802.05335)

mhw32/rubric-sampling-public

PyTorch implementation for "Zero Shot Learning for Code Education: Rubric Sampling with Deep Learning Inference" (https://arxiv.org/abs/1809.01357).

mhw32/adaware-nlp

A toolkit of random natural language predictive models.

mhw32/neural-market-predictor

Project for a Machine Learning Class at Oxford. Uses CUSUM and SOM (Self Organizing Map) to predict "good stocks" based on previous NASDAQ history.

mhw32/antithetic-vae-public

PyTorch implementation for " Differentiable Antithetic Sampling for Variance Reduction in Stochastic Variational Inference" (https://arxiv.org/abs/1810.02555).

mhw32/s-vae-pytorch

Pytorch implementation of Hyperspherical Variational Auto-Encoders

mhw32/neural-navier-stokes

mhw32/ali-mnist

Simple PyTorch implementation of Adversarially Learned Inference

mhw32/blindspot-motion-detector

My first project from 2010/2011. Uses optical flow and computer vision to detect and classify vehicles in the blind spot to aid less-than-cautious drivers.

mhw32/CMC

pytorch implementation of "Contrastive Multiview Coding", "Momentum Contrast for Unsupervised Visual Representation Learning", and "Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination"

mhw32/cs398-hw4-boilerplate

mhw32/curis-2019-projects

mhw32/face-to-emotion

Deep Learning Model to Predict Emotion Probabilities from Face-Cropped Images

mhw32/farm-splash

mhw32/fourier-coordconv

Hackathon project: CoordConv with Fourier/Wavenet Positional Encoding.

mhw32/py-hashmap

Implementation of HashMap in Python from Scratch

mhw32/pyro

Deep universal probabilistic programming with Python and PyTorch

mhw32/PyTorch-YOLOv3

Minimal PyTorch implementation of YOLOv3

mhw32/rambrandt-ai

Fun distraction project to see if I can automate modern art generation.

mhw32/reference-transfer-task

mhw32/visual-modules-for-sketch-communication-public

Public code for "Visual Encoder Modules used in Sketch Communication Games"

mhw32/persistent-homology

Statistically Quantifying Difference in the Observable Universe under Warm and Cold Dark Matter Assumptions

mhw32/code-boola-workshop

Code Boola Python Workshop

mhw32/mgt656-blackjack-node

Class activity to teach javascript.

mhw32/qcqp

A CVXPY extension for handling nonconvex QCQP via Suggest-and-Improve framework