computescience Goto Github PK

aizynthfinder

A tool for retrosynthetic planning

arduinotensorflowlitetutorials

automate-arbin-schedule-file-creation

Arbin schedule file automation from CSV

battery-archive-sandbox

This repository contains the python code, redash image, and SQL queries to build a site like BatteryArchive.org on any Linux computer.

battery-fast-charging-optimization

This repository contains much of the data, code, and visualizations associated with this manuscript:

beep

Battery evaluation and early prediction

bingo_chinese_character

Generate Bingo cards for Chinese characters

bms-autoanalysis

bonito

A PyTorch Basecaller for Oxford Nanopore Reads

char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

computescience

Config files for my GitHub profile.

covid-19

Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

deep-learning-models

Keras code and weights files for popular deep learning models.

deepcid

Deep-Learning-Based Components Identification for Raman Spectroscopy

deepdream

dmls-book

Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)

ds-take-home

My solution to the book A Collection of Data Science Take-Home Challenges

eisfitting

This is the code to reliably fit Impedance Spectra, related to the article "Analysis of Thousands of Electrochemical Impedance Spectra of Lithium-ion Cells through a Machine Learning Inverse Model"

eva

EIS Visualization and Analysis

faceswap

Deepfakes Software For All

fast-neural-style

Feedforward style transfer

gp_redox_rxn

Code repo for redox potentials with GPs

h2o-3

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

impedance.py

A Python package for working with electrochemical impedance data

kuka_optimizer

Bayesian optimization used for kuka workflow

kuka_workflow_tantalus

leetcode-1

This repository contains the solutions and explanations to the algorithm problems on LeetCode. Only medium or above are included. All are written in C++/Python and implemented by myself. The problems attempted multiple times are labelled with hyperlinks.

nbapredictionrandomforest

Use Randomforest algorithm, we can predict the NBA winning perfectly.

neural-style

Torch implementation of neural style algorithm

neuraltalk2

Efficient Image Captioning code in Torch, runs on GPU