zeeshan's repositories
neural-net-pso
A neural network trained for Iris flower data-set classification using Particle Swarm Optimization.
particle-swarm-optimization
An implementation of Particle Swarm Opimization(PSO) in C++ and Python lists, Numpy arrays and Numpy Vectorization in python.
amazon-reviews-scrapy
Scrapy spider to scrape amazon product reviews.
iufs-feature-selection
A Pandas implementation of Entropy, Gini and Information Gain(I.G).
computer-vision-assignment
Zombie Detection and UNet Segmentation from Advanced Computer Vision with TensorFlow of TensorFlow: Advanced Techniques Specialization.
covid-fake-news-classification
A text classification project, implementing algorithms based on Machine Learning, Deep Learning and Transformers from HuggingFace.
covid19-xray-pytorch
Covid19 x-ray classification using mnasnet and alexnet in pytorch.
gpt2-sentiment-analysis
A transfer learning approach for sentiment analysis using gpt2.
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.
sst-transformers
An implementation of transfer learning of state of the art transformer language models using hugging-face and pytorch.
id3-weather-scratch
Decision Tree (ID3-Algorithm) Weather Dataset in Java from Scratch.
neural-net-scratch
A multi-layer perceptron trained using Backpropagation in Java for Multi-class Classification.
calorie-tracker-android
Calorie Tracker keeps track of your calories intake for each day.
diffusion-models
An unofficial implementation of "Improved Denoising Diffusion Probabilistic Models" along with classifier-free guidance.
flask-rest-api
A Flask REST API with signup, login, token authentication and upload images.
InterleavingStringsDynamicProgrammingJavaFx
Interleaving Strings Dynamic Programming JavaFx
inverse-rendering-report
MonoSDF: Exploring Monocular Geometric Cues for Neural Implicit Surface Reconstruction
knowledge-distillation-tpu
A Satellite Images Classifier Knowledge Distillation performed using ResNet and simple ConvNet. The models were trained on TPU.
machine-learning-essential
An introduction to Numpy, Pandas & IPython widgets.
neural-net-pytorch
Some examples of neural networks designed and trained using pytorch.
platinum-business-analytics
A feedback tracking solution for Amazon, Rotten Tomatoes reviews and website keyword mentions.
retrofit-flask-android
This android project access Flask REST API using Retrofit.
rotten-tomatoes-reviews-scrapy
Scrapy spider scraping amazon movie or season reviews.
tensorflow-advance-techniques
Tensorflow: Advance Techniques (Coursera)
vision-transformers
An unofficial implementation of Vanilla Vision Transformer and Cross Vision Transfromer.