Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™
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Updated
Jun 28, 2024 - Python
Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™
Predicting the probability of a loan applicant paying back the loan.This repository aims to analyze data from different types of personal loans and apply machine learning algorithms to develop a credit risk predictor.
The efficient SMT-based context-bounded model checker (ESBMC)
🌊 Online machine learning in Python
incremental learning experiments
Code for the paper "FOCIL: Finetune-and-Freeze for Online Class-Incremental Learning by Training Randomly Pruned Sparse Experts"
Incremental reading card generator for Anki supporting Wikipedia & local HTML files
Continual Learning with KAN based ViT to mitigate catastrophic forgetting
Official code for paper "OpenCIL: Benchmarking Out-of-Distribution Detection in Class-Incremental Learning"
This repository collects awesome survey, resource, and paper for Lifelong Learning with Large Language Models.
This repository collects awesome survey, resource, and paper for Lifelong Learning for Large Language Models.
[J. Imaging 2023] The official repository for paper CL3: Generalization of Contrastive Loss for Lifelong Learning J. Imaging 2023, 9(12), 259; https://doi.org/10.3390/jimaging9120259
[Neural Networks 2023] The official repository of Neural Networks Journal "Subspace Distillation for Continual Learning"
[ACL2024] A Codebase for Incremental Learning with Large Language Models; Official released code for "Learn or Recall? Revisiting Incremental Learning with Pre-trained Language Models (ACL 2024)", "Incremental Sequence Labeling: A Tale of Two Shifts (ACL 2024 Findings)", and "Concept-1K: A Novel Benchmark for Instance Incremental Learning (arxiv)"
The code repository for "Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental Learning"(CVPR24) in PyTorch.
Fwumious Wabbit, fast on-line machine learning toolkit written in Rust
In my code portfolio, I generally try new techniques and methods in machine learning. I don't like only copying and pasting.
Data Efficient Incremental Learning Via Attentive Knowledge Replay (IEEE SMC 2023)
PyCIL: A Python Toolbox for Class-Incremental Learning
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