Ed ;)'s Projects
A curated list of data mining papers about fraud detection.
Bipartite-network link prediction in Python
CoDEx: A set of knowledge graph Completion Datasets Extracted from Wikidata and Wikipedia
CogDL: An Extensive Toolkit for Deep Learning on Graphs
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
An implementation of the paper: Learning Deep Structured Semantic Models for Web Search using Clickthrough Data
Source code for EvalNE, a Python library for evaluating Network Embedding methods.
Fast Neural Style Transfer in Pytorch
Automagically synchronize subtitles with video.
Pytorch implementation of FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks
Pretrained EfficientNet, EfficientNet-Lite, MixNet, MobileNetV3 / V2, MNASNet A1 and B1, FBNet, Single-Path NAS
GraphSAGE and GAT for link prediction.
Implementation of Knowledge Hypergraphs: Prediction Beyond Binary Relations
A Java library to perform direct I/O in Linux, bypassing file page cache.
Keras implementations of Generative Adversarial Networks.
Easy link prediction tool
Meta-Learning for Few Shot Link Prediction
MNIST converted to PNG format
Simple MXNet sequence-to-sequence model (neural machine translation)
A tiny lib with pocket-sized implementations of machine learning models in NumPy, most of which will fit in a tweet.
NegatER: Unsupervised Discovery of Negatives in Commonsense Knowledge Bases (EMNLP 2021)
openpilot is an open source driver assistance system. openpilot performs the functions of Automated Lane Centering and Adaptive Cruise Control for over 150 supported car makes and models.
A collection of simple python mini projects to enhance your python skills
A collection of design patterns/idioms in Python
Dual Path Networks (DPN) supporting pretrained weights converted from original MXNet implementation
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
Config files for my GitHub profile.
Download your Spotify playlists and songs along with album art and metadata (from YouTube if a match is found).
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
A PyTorch implementation of the Relational Graph Convolutional Network (RGCN).