zeeshanahmad10809/particle-swarm-optimization

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Python
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Apache License 2.0
Created over 4 years ago
Updated over 3 years ago

zeeshanahmad10809/particle-swarm-optimization

zeeshanahmad10809

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An implementation of Particle Swarm Opimization(PSO) in C++ and Python lists, Numpy arrays and Numpy Vectorization in python.

neural-net-pso

A neural network trained for Iris flower data-set classification using Particle Swarm Optimization.

amazon-reviews-scrapy

Scrapy spider to scrape amazon product reviews.

iufs-feature-selection

A Pandas implementation of Entropy, Gini and Information Gain(I.G).

Jupyter Notebook

gpt2-sentiment-analysis

A transfer learning approach for sentiment analysis using gpt2.

Jupyter Notebook

sst-transformers

An implementation of transfer learning of state of the art transformer language models using hugging-face and pytorch.

covid-fake-news-classification

A text classification project, implementing algorithms based on Machine Learning, Deep Learning and Transformers from HuggingFace.

Jupyter Notebook

covid19-xray-pytorch

Covid19 x-ray classification using mnasnet and alexnet in pytorch.

Jupyter Notebook

computer-vision-assignment

Zombie Detection and UNet Segmentation from Advanced Computer Vision with TensorFlow of TensorFlow: Advanced Techniques Specialization.

Jupyter Notebook

sst-deep-tensorflow

A tensorflow 2.0 based implementation of RNN, LSTM, GRU, BI-LSTM and Conv-1d for Sentiment Tree Bank dataset by Richard Socher of Stanford University.