Ankit Singh's repositories
sequence_tagging_experimental_framework
An experimental framework (Command line interface tool) for sequence tagging task. Consists of BILSTM-softmax, BILSTM-CRF, BILSTM-CNN-CRF and attention model to empirically compare performance
Transfer-learning-in-Deep-Reinforcement-learning
In this project, I use transfer learning on a cartpople (openAI) env to demonstrate the transferring of weights in Reinforcement learning and its advantages and limitations.
Basic-CNN-on-CIFAR-10
Building a CNN in TensorFlow and comparing two models with different layers to see the effect on accuracy.
Distributed-LR-and-stochastic-gradient-decent
Implementation of parellel Stochastic gradient decent based on Zinkevich, M., Weimer, M., Li, L., & Smola, A. J. (2010). Parallelized stochastic gradient descent, In Advances in neural information processing systems (pp. 2595-2603)
Learnings-from-deploying-a-NLP-flask-api
Learnings and findings from first Pytorch application in Flask
Neural-networks-based-Recommender-system
In this notebook, we will make a recommender system using Matrix factorization later implement the same in keras.
PDF-TIFF-image-extractor-with-anonymization-of-faces-and-license-plates
This CLI-tool extracts images from PDF and TIFF files. Faces and license plates if found are anonymized with a mask.
ner-bert
BERT-NER (nert-bert) with google bert https://github.com/google-research.
pandas_utils
A repo to perform various operations on pandas data frame columns
Stock-market-analysis
From scraping to using machine learning and data mining to predict stock prices