Pinned Repositories
Anomaly_Detection
Performing Anomaly detection in real time to detect the type and pattern of an attack on a network.
BERT-ONNX
BERT ONNX PRE/POST - OPTIMIZATION
CNN-Animal_Classification
Animal Classification using Convolutional Neural Network.
COVID-19
Detection of COVID-19 in a Given X-Ray using CNN.
deepdream
Dimensionality_Reduction---LinearDiscriminantAnalysis
LinearDiscriminantAnalysis for Dimensional Reduction in Linear Regression.
HierarchicalClustering
Hierarchical Clustering with Dendrograms to find the optimal number of clusters for the customer's data.
KernelPCA-LogisticRegression
Dimensionality Reduction- Kerneled PCA performed on Logistic Regression model for Non-Linear Dataset.
KNN_Classification
KNN for Classification of the user from a social network.
mask-detection-dataset
Mask Detection dataset
VirajDeshwal's Repositories
VirajDeshwal/CNN-Animal_Classification
Animal Classification using Convolutional Neural Network.
VirajDeshwal/Dimensionality_Reduction---LinearDiscriminantAnalysis
LinearDiscriminantAnalysis for Dimensional Reduction in Linear Regression.
VirajDeshwal/KernelPCA-LogisticRegression
Dimensionality Reduction- Kerneled PCA performed on Logistic Regression model for Non-Linear Dataset.
VirajDeshwal/HierarchicalClustering
Hierarchical Clustering with Dendrograms to find the optimal number of clusters for the customer's data.
VirajDeshwal/KNN_Classification
KNN for Classification of the user from a social network.
VirajDeshwal/SVM_kernel_rbf
SVM with Gaussian RBF kernel
VirajDeshwal/SVM_linear_kernel
SVM with linearn kernel
VirajDeshwal/ANN-Stochastic_Gradient_Descent-Classification-
Stochastic Gradient Descent in the Artificial Neural Network for Classification problem.
VirajDeshwal/Apriori-Association_Rule_Learning
Apriori rule from Association Rule Learning for generating the rules for the customer recommendation.
VirajDeshwal/Automatic_Speech_Recognition
End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow
VirajDeshwal/awesome-speech-recognition-speech-synthesis-papers
Automatic Speech Recognition, Speaker Verification, Speech Synthesis, Language Modeling
VirajDeshwal/CNN_MLH
CNN filters for pattern recognition
VirajDeshwal/DCGAN-tensorflow
A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"
VirajDeshwal/DecisionTreeClassifier
Decision Tree Classifier to classify the user from the social network to buy a SUV or not.
VirajDeshwal/DimensionalityReduction--Principal_Component_Analysis
Dimensionality Reduction Using Principal Component Analysis for Multiclass Dataset.
VirajDeshwal/GaussianNB
Naive Bayes Classifier for Social Network user Classification for buying SUV
VirajDeshwal/GradientDescentAlgorithm-LogisticRegression
Gradient Descent Algorithm from scratch for minimizing the error by updating the weights.
VirajDeshwal/Hyperparameters---K-Fold_Cross_Validation
Tuning the parameters in Kerneled SVM to optimize the accuracy of the model.
VirajDeshwal/Hyperparameters-GridSearch
Evaluating the Kerneled SVC model Performance and Improving it by applying GridSearch to tune the Hyperparameters.
VirajDeshwal/imdb_keras
IMDB dataset is analysed with Sequential model in keras using Relu optimizer.
VirajDeshwal/keras
Deep Learning for humans
VirajDeshwal/KMeans-Clustering
KMeans Clustering with elbow method of defining the optimal numbers of clusters.
VirajDeshwal/Multiple_Linear_Regression_Backward_elimination
Backward Elimination for an optimized model in Multiple Linear Regression.
VirajDeshwal/NLP-Naive_Bayes_Classifer
Predicting the Reviews for a restaurant using bag of words model.
VirajDeshwal/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
VirajDeshwal/RandomForestClassifier
Random Forest Classifier for classification of users from Social Network
VirajDeshwal/ReinforcementLearning-ThomsonSamplingAlgo
Thomson Sampling Algorithm for constructing the distribution of where we think the expected value lies.
VirajDeshwal/ReinforcementLearning-Upper_Confidence_Bound
Upper Confidence Bound(Reinforcement Learning) algorithm written from scratch for the customers to click on an Advertisement.
VirajDeshwal/vision
Datasets, Transforms and Models specific to Computer Vision
VirajDeshwal/XGBoost
Applying Gradient Boosting Model - XGBoost for classification problem.