Hybrid Discriminative-Generative Training via Contrastive Learning
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May 1, 2023 - Python
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discriminative-model
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Compilation of Natural Language Processing (NLP) codes. BONUS: Link to Information Retrieval (IR) codes compilation. (checkout the readme)
regex
word2vec
spacy
edit-distance
generative-model
ner
doc2vec
pos-tagging
document-similarity
word-similarity
hidden-markov-models
hmm-viterbi-algorithm
nlp-tools
discriminative-model
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Sep 7, 2021 - Python
Build a predictive system, which will take different handwritten digit images as a path and can recognize the label of the image data using nueral network.
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Jan 14, 2024 - Python
Source code of the GemClus package
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Oct 31, 2024 - Python
Assignment submission for the course Pattern Recognition and Machine Learning (CS5691) in the Spring 2021 Semester, under Prof. C Chandra Sekhar. Team mates : Reetwik Das ( CS20D402), Shubhanshu Sharma (EE20D413)
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Apr 10, 2023 - Jupyter Notebook
Support Vector Machines (SVMs) from scratch, without dedicated packages, for the classification of linear and non-linear data.
python
classification
support-vector-machines
decision-boundary
kernel-functions
non-linear-classification
linear-classification
slack-variables
discriminative-model
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Aug 1, 2021 - Jupyter Notebook
Simple Machine Learning Projects done for a Data Science Course
machine-learning
regression
cnn
naive-bayes-classifier
generative-model
classification
logistic-regression
convolutional-neural-networks
transfer-learning
ridge-regression
cifar10
lasso-regression
minst
discriminative-model
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Mar 20, 2023 - Jupyter Notebook
Codes and projects used in the machine learning course.
clustering
generative-model
classification
logistic-regression
support-vector-machines
regression-analysis
discriminative-model
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Oct 30, 2024 - Jupyter Notebook
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