computescience's Projects
A tool for retrosynthetic planning
Arbin schedule file automation from CSV
This repository contains the python code, redash image, and SQL queries to build a site like BatteryArchive.org on any Linux computer.
This repository contains much of the data, code, and visualizations associated with this manuscript:
Battery evaluation and early prediction
Generate Bingo cards for Chinese characters
A PyTorch Basecaller for Oxford Nanopore Reads
Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch
Config files for my GitHub profile.
Hacker's Club
Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE
Keras code and weights files for popular deep learning models.
Deep-Learning-Based Components Identification for Raman Spectroscopy
Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)
My solution to the book A Collection of Data Science Take-Home Challenges
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"
EIS Visualization and Analysis
Deepfakes Software For All
Feedforward style transfer
Code repo for redox potentials with GPs
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.
A Python package for working with electrochemical impedance data
Bayesian optimization used for kuka workflow
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.
Use Randomforest algorithm, we can predict the NBA winning perfectly.
Torch implementation of neural style algorithm