Repository Index

Urban Informatics and Visualization (UC Berkeley CP255)

Materials for GWU DNSC 6279 and DNSC 6290.

• data-science
• data-mining
• data-visualization
• machine-learning

Python for chemoinformatics

• chemoinformatics
• scikit-learn
• cheminformatics
• python

This trading-gym is the first trading for agent to train with episode of short term trading itself.

This is the code for "Bitcoin Prediction" by Siraj Raval on Youtube

scikit-learn wrappers for Python fastText.

Usiigaci: stain-free cell tracking in phase contrast microscopy enabled by supervised machine learning

• tensorflow
• python3
• keras
• resnet-101

An enhanced interactive Shell for Common Lisp (based on the Jupyter protocol)

This repository is a collection of TTS Models in TFLite

Wrapper for RDKit's RunReactants to improve stereochemistry handling

scPerturb: A resource and a python/R tool for single-cell perturbation data

• cite-seq
• database
• perturbation
• scatac-seq

ChatGPT Python Applications integrated with third party libraries and modules

• chatgpt
• chatgpt-api
• machine-learning
• python

openvino version of openai/whisper

• whisper
• asr
• openvino

Breaking captchas using torch

Repository for Nicheformer: a foundation model for single-cell and spatial omics

The repository host gives no description.

Analysis of High Frequency Trading on Bitcoin exchanges

This repository contains notebooks that show the usage of TensorFlow Lite for quantizing deep neural networks.

• tensorflow-2
• tensorflow-lite
• on-device-ml
• model-quantization

A python Two Source Energy Balance model for estimation of evapotranspiration with remote sensing data

• source-energy-balance
• canopy
• soil
• radiometric-temperatures

An interactive Quiz generator for Jupyter notebooks and Jupyter Book

• quiz
• jupyter-notebook
• jupyter-notebooks
• interactive

🏃 The go-to single-cell Foundation Model

• batch-correction
• cell-biology
• celltype-annotation
• denoising

Code for "Predicting Cellular Responses to Novel Drug Perturbations at a Single-Cell Resolution", NeurIPS 2022.

• disentanglement
• drug-discovery
• genomics
• perturbation

⬛ Python Individual Conditional Expectation Plot Toolbox

• machine-learning
• interpretability

Tools for pen plotting in Python