Repository Index

Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.

• tensorflow
• machine-learning
• regression
• convolutional-neural-networks

A library for debugging/inspecting machine learning classifiers and explaining their predictions

• scikit-learn
• machine-learning
• xgboost
• lightgbm

ProtTrans is providing state of the art pretrained language models for proteins. ProtTrans was trained on thousands of GPUs from Summit and hundreds of Google TPUs using Transformers Models.

Neural question generation using transformers

• nlp
• nlg
• deep-learning
• transformer

This repository introduces PIXIU, an open-source resource featuring the first financial large language models (LLMs), instruction tuning data, and evaluation benchmarks to holistically assess financial LLMs. Our goal is to continually push forward the open-source development of financial artificial intelligence (AI).

• aifinance
• fintech
• llama
• machine-learning

Code for "High-Precision Model-Agnostic Explanations" paper

Genomic Pretrained Network - GPN, GPN-MSA, PhyloGPN, GPN-Star

• dna
• language-model
• variant-effect-prediction
• genomics

Jupyter's kernel for Elixir programming language

• elixir
• jupyter
• jupyter-kernels
• repl

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

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

🏃 The go-to single-cell Foundation Model

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

General Modeling Network Specification

• network
• specification
• highway-network
• road-network

Official repo for CellPLM: Pre-training of Cell Language Model Beyond Single Cells.

tutorials made for biologists to learn deep learning

• biologists
• keras
• deeplearning
• deep-learning

Code repository for The Automation Ahead series, showcasing practical examples for GenAI-driven automation in investments. Each installment dives into specific tools, techniques, and use cases to help professionals assess and apply GenAI effectively.

• data-science
• deep-learning
• finance
• financial-data

Repository for paper scMulan: a multitask generative pre-trained language model for single-cell analysis.

• foundation-models
• gpt
• single-cell

Classification and Gradient-based Localization of Chest Radiographs using PyTorch.

• fine-tuning
• vgg16
• resnet18
• densenet121

Open Matrix (OMX)

• omx
• matrix-data
• open-data
• travel-modeling

American Sign Language Detection is a deep learning end to end project where we can detect American Sign Language.

• asl
• keras
• tensroflow
• tflite

A multi-language tokenizer for extracting identifiers from source code.

A GTFS-based data transit network data standard suitable for dynamic transit modeling.

Investigating multilingual language models (BERT) by using them for NER in German and English