Course materials for Dartmouth Course: Storytelling with Data (PSYC 81.09).

🏖 Keras Implementation of Painting outside the box

An Absolute Beginners Guide to Machine Learning with PyTorch

Learning pandas, Second Edition, published by Packt

This repository contains implementations of photovoltaic models to calculate electricity generation from a pv installation based on given solar radiation. Furthermore it contains all necessary pre-calculations.

KDD Cup 2020 Challenges for Modern E-Commerce Platform: Multimodalities Recall

Repo for Applied Text Mining in Python (coursera) by University of Michigan

This is the code for "Kaggle Challenge (LIVE)" by Siraj Raval on Youtube

A Python package for training and analyzing expected goals (xG) models in soccer.

Model Compression Based on Geoffery Hinton's Logit Regression Method in Keras applied to MNIST 16x compression over 0.95 percent accuracy.An Implementation of "Distilling the Knowledge in a Neural Network - Geoffery Hinton et. al"

Code and Notebooks for the Natural Language Processing with Python course.

Memory efficient MAML using gradient checkpointing

The tools and syntax you need to code neural networks from day one.

PyEIS: A Python-based Electrochemical Impedance Spectroscopy simulator and analyzer

Uses Zillow metadata, NLP on realtor description, and VGG16 on home images to predict home sale prices in Portland from 6/16 - 7/17.

Codes related to activities on AV including articles, hackathons and discussions.

Implementation of NIPS 2017 paper "Pose Guided Person Image Generation" in PyTorch. https://arxiv.org/abs/1705.09368

500,000 multimodal short video data and baseline models. 50万条多模态短视频数据集和基线模型（TensorFlow2.0）。