Akash Singh's repositories
lstm_anomaly_thesis
Anomaly detection for temporal data using LSTMs
mxnet-for-cdl
Collaborative Deep Learning for Recommender Systems.
LSTM_TimeSeries
LSTMs for time series
resilient_nlp
MockingBERT: Making Transformer Models Resilient to Adversarial Misspellings
kaggle_mercedes_benz
Code for Kaggle Mercedes Greener Manufacturing Challenge
name_matching
Name matching using Approximate Nearest Neigbours
Spectral-Graph-Partitioning
Spectral Graph Partitioning based on http://ai.stanford.edu/~ang/papers/nips01-spectral.pdf
tensorflow_transfer_learning
Transfer Learning using trained Inception v3 model.
AdvancedMachineLearning
Repository for advanced ML course on Coursera.
AWS_LLM_Course
Content of Generative AI with Large Language Models by DeepLearning.aI and AWS on Coursera
breakingcaptcha
Breaking captchas!!
coursera-Advanced-Machine-Learning-specialization
Repo for coursera specialization Advanced Machine Learning by Higher School of Economics
coursera-deep-learning-specialization
Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models
Data-Analysis-and-Machine-Learning-Projects
Repository of teaching materials, code, and data for my data analysis and machine learning projects.
deep-learning-coursera
Deep Learning Specialization by Andrew Ng on Coursera.
Deep-Learning-TensorFlow
Ready to use implementations of various Deep Learning algorithms using TensorFlow.
deeplearning.ai_courses
̀§Courses from deeplearning.ai
interviews
Everything you need to know to get the job.
kaggle_mercedes
The 11th place solution of Mercedes-Benz Greener Manufacturing competition on Kaggle
natural-language-processing
Resources for "Natural Language Processing" Coursera course.
TensorFlow-Advanced-Techniques-Specialization
Tensorflow Advanced Technique Specialization
Tensorflow_Advance_Techniques
deeplearning.ai Tensorflow advance techniques specialization
youtube-8m
Starter code for working with the YouTube-8M dataset.