Pinned Repositories
BuildingMachineLearningSystemsWithPython
Source Code for the book Building Machine Learning Systems with Python
DeepSpeech
An end-to-end model for Automatic Speech Recognition(ASR) on a small VoxForge dataset. It uses a CTC loss function and a single layer B-LSTM Network. The training accuracy is around 87% and to increase the validation accuracy a much deeper network with much more data is needed.
devanagari-to-roman-script-transliteration
Python scipt to convert <text written in devnagri script> TO <text in roman/english script>
FlowerClassifier
A flower classifier that uses deep neural networks to classify 5 different types of flower - daisy, dandelion, roses, sunflowers, tulips
Knowledge-Distillation-for-Super-resolution
ICIP 2020, FAKD: Feature-Affinity Based Knowledge Distillation for Efficient Image Super-Resolution
LLM-Finetuning-Hub
Repository that contains LLM fine-tuning and deployment scripts along with our research findings.
NeuralTalk
Next Tech Lab's NeuralTalk. Image captioning model.
norvig-sudoku
Norvig's Sudoku solver in C++
StockPricePrediction
This program predicts the stock prices of Apple Inc. The data was taken from Google finance.
Text-Classification
Implementation of papers for text classification task on DBpedia
TsainGra's Repositories
TsainGra/DeepSpeech
An end-to-end model for Automatic Speech Recognition(ASR) on a small VoxForge dataset. It uses a CTC loss function and a single layer B-LSTM Network. The training accuracy is around 87% and to increase the validation accuracy a much deeper network with much more data is needed.
TsainGra/BuildingMachineLearningSystemsWithPython
Source Code for the book Building Machine Learning Systems with Python
TsainGra/devanagari-to-roman-script-transliteration
Python scipt to convert <text written in devnagri script> TO <text in roman/english script>
TsainGra/FlowerClassifier
A flower classifier that uses deep neural networks to classify 5 different types of flower - daisy, dandelion, roses, sunflowers, tulips
TsainGra/Knowledge-Distillation-for-Super-resolution
ICIP 2020, FAKD: Feature-Affinity Based Knowledge Distillation for Efficient Image Super-Resolution
TsainGra/LLM-Finetuning-Hub
Repository that contains LLM fine-tuning and deployment scripts along with our research findings.
TsainGra/NeuralTalk
Next Tech Lab's NeuralTalk. Image captioning model.
TsainGra/norvig-sudoku
Norvig's Sudoku solver in C++
TsainGra/StockPricePrediction
This program predicts the stock prices of Apple Inc. The data was taken from Google finance.
TsainGra/Text-Classification
Implementation of papers for text classification task on DBpedia
TsainGra/vmaf
Perceptual video quality assessment based on multi-method fusion.
TsainGra/xnorgate
A simulation of XNOR gate with neural networks (Deep Learning).