guitarmind
Data Scientist | Top-55th Kaggler Worldwide | Winner of KaggleDays 2019 competition in San Francisco
Pinned Repositories
DME
Dynamic Meta-Embeddings for Improved Sentence Representations
free-programming-books
industrial_iot_schema
Specification for Exosite's Industrial IoT device interfaces and schema
kaggle_google_quest_qa_labeling
30th place solution in Google QUEST Q&A Labeling competition
kaggle_moa_winner_hungry_for_gold
Winning Solution of Kaggle Mechanisms of Action (MoA) Prediction.
lucene-wikipedia
Parse full wikipedia dump and index it by Lucene.
tesseract-web-service
An implementation of RESTful web service for tesseract-OCR using tornado
U-Mamba
U-Mamba: Enhancing Long-range Dependency for Biomedical Image Segmentation
docker-python
Kaggle Python docker image
boruta_py
Python implementations of the Boruta all-relevant feature selection method.
guitarmind's Repositories
guitarmind/tesseract-web-service
An implementation of RESTful web service for tesseract-OCR using tornado
guitarmind/kaggle_moa_winner_hungry_for_gold
Winning Solution of Kaggle Mechanisms of Action (MoA) Prediction.
guitarmind/U-Mamba
U-Mamba: Enhancing Long-range Dependency for Biomedical Image Segmentation
guitarmind/reinforcement_learning_in_python
Practice Code for the "Reinforcement Learning in Python" Course in Udemy.
guitarmind/ai4code-baseline
Early solution for Google AI4Code competition
guitarmind/ANTsPy
Advanced Normalization Tools in Python
guitarmind/audioset_tagging_cnn
guitarmind/bi-lstm-crf
A PyTorch implementation of the BI-LSTM-CRF model.
guitarmind/ConstraintGraph4NSO
AAAI 2021: Neural Sentence Ordering Based on Constraint Graphs
guitarmind/DeepInsight
A methodology to transform a non-image data to an image for convolution neural network architecture
guitarmind/dockerfiles
Useful Dockerfiles made for different purposes.
guitarmind/EEG-ATCNet
Attention temporal convolutional network for EEG-based motor imagery classification
guitarmind/elastic-infogan
Official PyTorch implementation of Elastic-InfoGAN [NeurIPS 2020]
guitarmind/HPA-competition-solutions
Team original solutions for the Human Protein Atlas image classification competition
guitarmind/improved-bagan-gp
Generate high quality images for each class even with an imbalanced dataset. An improved version of Balancing GAN.
guitarmind/installation_files
guitarmind/LearnablePromptSAM
Try to use the SAM-ViT as the backbone to create the learnable prompt for semantic segmentation
guitarmind/mega.pytorch
Memory Enhanced Global-Local Aggregation for Video Object Detection, CVPR2020
guitarmind/MLPrimitives
Primitives for machine learning and data science.
guitarmind/Open-GroundingDino
This is the third party implementation of the paper Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection.
guitarmind/Orion
A machine learning library for detecting anomalies in signals.
guitarmind/pytorch-grad-cam
Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Including Grad-CAM, Grad-CAM++, Score-CAM, Ablation-CAM and XGrad-CAM
guitarmind/pytorch-lightning
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
guitarmind/RareGAN
[AAAI 2022] RareGAN: Generating Samples for Rare Classes
guitarmind/SegFormer
Official PyTorch implementation of SegFormer
guitarmind/Swin-Transformer
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
guitarmind/timeseriescv
Scikit-learn style cross-validation classes for time series data
guitarmind/UniAD
[NeurIPS 2022 Spotlight] A Unified Model for Multi-class Anomaly Detection
guitarmind/yolor
implementation of paper - You Only Learn One Representation: Unified Network for Multiple Tasks (https://arxiv.org/abs/2105.04206)
guitarmind/yolov5
YOLOv5 in PyTorch > ONNX > CoreML > iOS