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3d-machine-learning

A resource repository for 3D machine learning

a-picture-is-worth-a-1000-words

I am trying to describe complex matters in simple doodles!

absa-bert-pair

Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary Sentence (NAACL 2019)

articles

bert_for_absa

In this work (Targeted) Aspect-Based Sentiment Analysis task is converted to a sentence-pair classification task and a pre-trained BERT model is fine-tuned on it.

coco

Numerical Black-Box Optimization Benchmarking Framework

creditriskmodel-homeloan-lendingclub-

Loan default prediction model using extreme gradient boosting methods for lending club data.

dalle2-pytorch

Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch

deeplearning.ai-summary

This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.

dgcnn

A PyTorch implementation of DGCNN based on AAAI 2018 paper "An End-to-End Deep Learning Architecture for Graph Classification"

dgcnn-1

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

dlaicourse

Notebooks for learning deep learning

docs

TensorFlow documentation

econometrics

ensemblelearning

An implementation of Decision tree classifier and regressor Machine Learning model. Also additional ensemble methods including Random Forest and Gradient Boosting are implemented.

gnn-surrogate

GNN-Surrogate: A Hierarchical and Adaptive Graph Neural Network for Parameter Space Exploration of Unstructured-Mesh Ocean Simulations - Source Code

graph-cnn-in-3d-point-cloud-classification

Code for A GRAPH-CNN FOR 3D POINT CLOUD CLASSIFICATION (ICASSP 2018)

kaggle-challenges

All the notebooks I made to solve Kaggle challenges

lossgivendefault-homeloan-lendingclub-

machine-learning-collection

A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)

meshio

:spider_web: input/output for many mesh formats

practicals---cpp

CPP file

pycma

Python implementation of CMA-ES

pyprobml

Python code for "Machine learning: a probabilistic perspective" (2nd edition)

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch_geometric_temporal

PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

scikit-learn-mooc

Machine learning in Python with scikit-learn MOOC

tensorflow

An Open Source Machine Learning Framework for Everyone

tesseract

Tesseract Open Source OCR Engine (main repository)