nlpcv-cdac-pgdai-jun24

The program of Natural Language Processing and Computer Vision subject in course PGDAI at CDAC. Conducted by Tushar B. Kute. June 2024

Name		Name	Last commit message	Last commit date
Latest commit History 102 Commits
cv		cv
01 Lexical Analysis - Tokenization.ipynb		01 Lexical Analysis - Tokenization.ipynb
02 Morphological Processing.ipynb		02 Morphological Processing.ipynb
03 POS Tagging.ipynb		03 POS Tagging.ipynb
04 Stopwords Removal.ipynb		04 Stopwords Removal.ipynb
05 Stemming.ipynb		05 Stemming.ipynb
06 Chunking.ipynb		06 Chunking.ipynb
07 Named Entity Recognition.ipynb		07 Named Entity Recognition.ipynb
09 Wordnet.ipynb		09 Wordnet.ipynb
10 Word Sense Disambiguiation.ipynb		10 Word Sense Disambiguiation.ipynb
11 Syntax Parsing.ipynb		11 Syntax Parsing.ipynb
12 Information Extraction.ipynb		12 Information Extraction.ipynb
13 Automatic_Text_Summarization.ipynb		13 Automatic_Text_Summarization.ipynb
14 Image Classification using ML - Multiclass.ipynb		14 Image Classification using ML - Multiclass.ipynb
14 Probability.ipynb		14 Probability.ipynb
15 Bag of Words.ipynb		15 Bag of Words.ipynb
15 TF*IDF Vectorizer.ipynb		15 TF*IDF Vectorizer.ipynb
16 Text Classification - Binary.ipynb		16 Text Classification - Binary.ipynb
17 Text Classification - Multiclass.ipynb		17 Text Classification - Multiclass.ipynb
18 Text Clustering.ipynb		18 Text Clustering.ipynb
19 Data Preprocessing for DNN.ipynb		19 Data Preprocessing for DNN.ipynb
19 Image Classification on User Data.ipynb		19 Image Classification on User Data.ipynb
20 Deep_Neural_Network.ipynb		20 Deep_Neural_Network.ipynb
21 Convolutional_Neural_Network.ipynb		21 Convolutional_Neural_Network.ipynb
22 Sequencial Modeling using RNN.ipynb		22 Sequencial Modeling using RNN.ipynb
23 LSTM GRU - Text Classification.ipynb		23 LSTM GRU - Text Classification.ipynb
24 LSTM GRU Multilabel Classification.ipynb		24 LSTM GRU Multilabel Classification.ipynb
25 Word2Vec Model.ipynb		25 Word2Vec Model.ipynb
26 Seq-2Seq Predictive Typing.ipynb		26 Seq-2Seq Predictive Typing.ipynb
27 Transformer for Classification.ipynb		27 Transformer for Classification.ipynb
28 Pre-Trained Transformers.ipynb		28 Pre-Trained Transformers.ipynb
30_Text_Classification_using_Transformer.ipynb		30_Text_Classification_using_Transformer.ipynb
31_Pretrained_Transformers.ipynb		31_Pretrained_Transformers.ipynb
32 Flask Applications.ipynb		32 Flask Applications.ipynb
34 Automatic Speech Recognition.ipynb		34 Automatic Speech Recognition.ipynb
35 Text-to-Speech.ipynb		35 Text-to-Speech.ipynb
36 Transliteration.ipynb		36 Transliteration.ipynb
37 Spell Correct.ipynb		37 Spell Correct.ipynb
38 Grammer Checker.ipynb		38 Grammer Checker.ipynb
39 Machine Translation.ipynb		39 Machine Translation.ipynb
README.md		README.md

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