Pinned Repositories
Applied-Deep-Learning
Applied Deep Learning Course
data-science-book
EZTr
flow-forecast_IMP
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
flow_tutorials_VERY-IMP
Public tutorials of using Flow Forecast for forecasting and classifying time series data
HyperspectralAnalysisIntroduction
Brief Introduction to Hyperspectral Image Analysis - Jupyter Notebook
leveeNet
CNN/XGBoost based manmade-levee detection algorithm
Prediction-Interval-for-Forecasts
Prediction Interval for Forecasts
PyGMTSAR
SAR: Sentinel-1 pkg - PyGMTSAR
KSoumya's Repositories
KSoumya/pytorch_explain
PyTorch Explain: Interpretable Deep Learning in Python.
KSoumya/anomalib
An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.
KSoumya/builtiin
Optimization Algorithms
KSoumya/char-sim
Pipeline to create model for comparing character state descriptions including ontology similarity
KSoumya/chronos-forecasting
Chronos: Pretrained (Language) Models for Probabilistic Time Series Forecasting
KSoumya/data-workshop-AH-2024
Repository for Mastering Data Management Workshop at the All Hands 2024.
KSoumya/DeepOnto
A package for ontology engineering with deep learning and language models.
KSoumya/Demo
Demo repo for tutotial articles on Opensource.com
KSoumya/explainerdashboard
Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.
KSoumya/feedinlib
This repository contains implementations of photovoltaic models to calculate electricity generation from a pv installation based on given solar radiation. Furthermore it contains all necessary pre-calculations.
KSoumya/FIELDimageR.Extra
Package with new tools to support FIELDimageR software on evaluating GIS images from agriculture field trials.
KSoumya/goatools
Python library to handle Gene Ontology (GO) terms
KSoumya/knowledge_graph
Convert any text to a graph of knowledge. This can be used for Graph Augmented Generation or Knowledge Graph based QnA
KSoumya/Learning-Scientific_Machine_Learning_Residual_Based_Attention_PINNs_DeepONets
Physics Informed Machine Learning Tutorials (Pytorch and Jax)
KSoumya/llm-onto-infuse
OntologyGuidedSTS
KSoumya/llm_distillation_playbook
Best practices for distilling large language models.
KSoumya/Local-LLM-Comparison-Colab-UI
Compare the performance of different LLM that can be deployed locally on consumer hardware. Run yourself with Colab WebUI.
KSoumya/mmf
A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)
KSoumya/Neural-PDE-Solver
Collection od Models, Applications and Methods
KSoumya/ng-video-lecture
KSoumya/NLP-TDSarticles
Codes to complement YouTube videos and blog posts on Medium.
KSoumya/pytorch-transformer
Attention is all you need implementation
KSoumya/RSE_Cross-city
Semantic SEG_Multi-modal RS
KSoumya/sapbert
[NAACL & ACL 2021] SapBERT: Self-alignment pretraining for BERT & XL-BEL: Cross-Lingual Biomedical Entity Linking.
KSoumya/segment-geospatial
A Python package for segmenting geospatial data with the Segment Anything Model (SAM)
KSoumya/Text2KGBench
Ontology-driven LLMs: Repo ISWC-2023 Tekgen Corpus Submission
KSoumya/tokenizations
Robust and Fast tokenizations alignment library for Rust and Python https://tamuhey.github.io/tokenizations/
KSoumya/Transformer-MM-Explainability
[ICCV 2021- Oral] Official PyTorch implementation for Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decoder Transformers, a novel method to visualize any Transformer-based network. Including examples for DETR, VQA.
KSoumya/TransformerLens
A library for mechanistic interpretability of GPT-style language models
KSoumya/XWaveNet