Abhi Goswami's repositories
TextSummarization
Text summarization using a pre-trained BART model with REST API.
ToDo-Flask-RESTful
Simple ToDo REST API using Flask-RESTful
flask-image-classifier
Flask app for object classification
outlook_malling_api
This repo consists APIs (written in Python) to send mails through Microsoft Outlook
Download-IE-articles
Download Indian Express articles for Educational purpose
Knowledge-Distillation
Knowledge Distillation is a procedure for model compression, in which a small (student) model is trained to match a large pre-trained (teacher) model. Knowledge is transferred from the teacher model to the student by minimizing a loss function, aimed at matching softened teacher logits as well as ground-truth labels
Data_Structure
Tree, Graph, Linked-List and Stack implemented from scratch in Python
Num-Eng-Machine-Translation
Translate Digits or Number to English sentence and vice-versa
speed-detector
Calculate the speed of vehicles using YOLOv3 , OpenCV and Kalman filter
stockpredictionai
In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good question: there are special sections on that later.
Multithreading-Programs
Experiments with multiprocessing and multithreading in Python
design-patterns-in-python
design patterns in python
flask-blogpost
Tutorial by flask on flask
UNet-Segmentation-in-TensorFlow
Implementing UNet for the instance segmentation from scratch
Movie-Recommendation-System
Movie Recommendation System
my_fastai_nbs
My FastAI notebooks
basic-GANs
Fully connected GAN and Deep Convolutional GAN implementation
SPAM-Classifier
Simple but effective spam classifier
Tutorial-for-spaCy
spaCy for Beginners
Nuclei-segmentation-Mask-RCNN
Instance segmentation on nuclei images
Emojifier_using_PyTorch
It's an Emojifier which can predict emojis according to sentiments
IMDB-sentiment-classification
IMDB sentiment classification task using Keras
Part_of_Speech_Tagging
Part-of-Speech Tagging using PyTorch
Balanced-Cartpole
Balanced-Cartpole with Policy Gradient (a.k.a REINFORCE) algorithm.
Pong
Classic Pong game played by RL agent using REINFORCE algorithm
Semantic-Textual-Similarity
Semantic Textual Similarity with TF-Hub Universal Encoder Sentence Embedding