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Hi there ๐Ÿ‘‹

This is Minesh,

Notebooks:

Time Series Domain:
  1. Time Series Anomaly Detection Using RNN Autoencoder
  2. ECG Classification using WaveNet Blocks
  3. Weather Forecasting with Lasso GridCV
  4. Time Series Forecasting with LSTM for Univariate & Multivariate
  5. Power Grid Stability with Deep Learning
  6. Bird Sound Identification Using CNN in Keras
  7. Time Series Feature Extraction with seq2seq Autoencoder
  8. Time Series Forecasting with Graph Convolution
  9. Sleep Sound Monitoring & Snoring Detection
NLP & Computer Vision, Etc..
  1. NLP Multi Labeled Text Classification LSTM Conv
  2. Fake News Classification using NLP, CNN and XGBoost stack
  3. Recommendation System Using Matrix Factorization
  4. Image Segmentation Using UNet
Reinforcement Learning, Operation Research, Optimal Control, Etc..
  1. Halite-3 (2018)
Search Engine and Knowledge Management
  1. Topic Graph
DevOps
  1. Executing Notebook as GCP train job

Parameter Optimization

  1. Determine number of PCA components
  2. Determine eps for DBSCAN clustering
Snake animation

Minesh A. Jethva's Projects

addons icon addons

Useful extra functionality for TensorFlow 2.x maintained by SIG-addons

api-samples icon api-samples

Code samples for YouTube APIs, including the YouTube Data API, YouTube Analytics API, and YouTube Live Streaming API. The repo contains language-specific directories that contain the samples.

awesome-datascience icon awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

bigml icon bigml

Machine Learning tasks for BigData on GCP

diffusers icon diffusers

๐Ÿค— Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

getting-things-done-with-pytorch icon getting-things-done-with-pytorch

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.

halite-iii icon halite-iii

Season 3 of @twosigma's artificial intelligence programming challenge

metrics icon metrics

Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave

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