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1. ViT-Mixup ViT-Mixup Public

   This repo implements a ViT based model with Mixup Data Augmentation method. All the models including ViT are implemented from scratch using tensorflow

   Jupyter Notebook

2. info-retrieval info-retrieval Public

   This project implemented three tradional information retrieval systems - TF-IDF Vector Space Based, BM25, and Likelihood Based, as well as three learning-to-rank systems - Logistic Regression Model…

   Jupyter Notebook

3. CNN-ViT CNN-ViT Public

   Implements MobileViT and ViT from scratch, compatible with graph execution mode in tensorflow. Compares multiple cnn and transformer-based models including VGG, ResNet, ViT and MobileViT on a small…

   Python

4. SelfPretrain-SegFinetune SelfPretrain-SegFinetune Public

   Forked from HanchengZuo/Self-supervised_pretraining_for_segmentation

   Pre-text pre-training -> image segmentaion pipelines. Utilize contrastive learning and ViT as Encoder. Studied the effects of dataset sizes, dataset similarity and effects of fine-tuning.

   Jupyter Notebook

5. market-regime market-regime Public

   Identify regimes in financial markets based on multivariate time series data using multiple methodologies, including CNN, AutoEncoder, Siamese Model, Correlation Matrices, K-means++, and Hierarchic…

   Python

6. Prune-Finetune-LLM Prune-Finetune-LLM Public

   Understand pruning and fine-tuning of LLMs through different pipelines

   Python