RoboticsClubIITJ/ML-DL-implementation issues and pull requests

#212 - Update loss_func.py

Pull Request - State: open - Opened by omkarcharatkar almost 2 years ago - 1 comment

#211 - Added loss function and unit test for Poisson Loss

Pull Request - State: open - Opened by yorozuya-2003 about 2 years ago - 3 comments

#210 - Bug detected in Mean Squared Logarithmic Loss Function

Issue - State: open - Opened by yorozuya-2003 about 2 years ago
Labels: bug

#209 - Correction in Docstrings of Loss Functions

Issue - State: open - Opened by yorozuya-2003 about 2 years ago
Labels: documentation, good first issue, easy

#208 - added Relu and LeakyRelu

Pull Request - State: open - Opened by AshDDftw about 2 years ago - 1 comment

#207 - Tanh unit test

Pull Request - State: open - Opened by Smruti0603 about 2 years ago

#206 - Some changes has been Done in LDA code

Pull Request - State: open - Opened by testgithubtiwari about 2 years ago - 2 comments

#205 - testing tanh

Pull Request - State: closed - Opened by Smruti0603 about 2 years ago

#204 - Resolved flake8 issues

Pull Request - State: closed - Opened by rohansingh9001 about 2 years ago - 1 comment

#203 - Wrote the test for ReLU function

Pull Request - State: closed - Opened by SomshuvraBasu about 2 years ago - 5 comments

#202 - Added codecov.yml

Pull Request - State: closed - Opened by rohansingh9001 about 2 years ago - 1 comment

#201 - Unit test for Softmax

Pull Request - State: closed - Opened by PT-10 about 2 years ago - 1 comment

#200 - Added Codecov badge

Pull Request - State: closed - Opened by Akhil-blanc about 2 years ago

#199 - Unit test for TanH added

Pull Request - State: closed - Opened by jason-dan-iel about 2 years ago - 1 comment

#198 - Code cov implementation

Pull Request - State: closed - Opened by Akhil-blanc about 2 years ago

#197 - Added unit test for Sigmoid Activation

Pull Request - State: closed - Opened by yorozuya-2003 about 2 years ago

#196 - Feature/testing

Pull Request - State: closed - Opened by rohansingh9001 about 2 years ago

#195 - Deleted PULL_REQUEST_TEMPLATE folder from .github

Pull Request - State: closed - Opened by shahrushi2003 about 2 years ago

#194 - Initialized GitHub Action (lint test)

Pull Request - State: closed - Opened by Akhil-blanc about 2 years ago

#193 - Corrected location of pull request template.

Pull Request - State: closed - Opened by rohansingh9001 about 2 years ago

#192 - Refactored config and template files

Pull Request - State: closed - Opened by Akhil-blanc about 2 years ago

#191 - Binary Crossentropy loss

Pull Request - State: open - Opened by dr-ghost over 2 years ago

#190 - Added more distance_metrics for vector space and also for boolean vector.

Pull Request - State: open - Opened by ShubhamMishra1611 over 2 years ago - 2 comments

#189 - Update test_activations.py

Pull Request - State: open - Opened by eternal-f1ame over 2 years ago

#188 - Update distance_metrics.py

Pull Request - State: closed - Opened by ssiddharth27 about 3 years ago

#187 - Created class DBSCAN

Pull Request - State: closed - Opened by devyani-code over 3 years ago

#186 - Graph of K means cluster

Pull Request - State: closed - Opened by devyani-code over 3 years ago

#185 - Added Linear Support Vector Machine Classifier

Pull Request - State: closed - Opened by iamayushanand over 3 years ago

#184 - Updated distance_metrics.py

Pull Request - State: closed - Opened by eternal-f1ame over 3 years ago

#183 - Implement other types of Boosting Techniques

Issue - State: open - Opened by kwanit1142 over 3 years ago
Labels: enhancement

#182 - Created Distance metrics.py file.

Pull Request - State: closed - Opened by devyani-code over 3 years ago

#180 - Addition in knn model

Pull Request - State: closed - Opened by devyani-code over 3 years ago

#179 - Implement various Hypothesis Tests as Statistically Significant Metrics

Issue - State: open - Opened by kwanit1142 over 3 years ago - 2 comments
Labels: medium

#178 - Implement Hidden Markov Model

Issue - State: open - Opened by kwanit1142 over 3 years ago
Labels: hard

#177 - Implement Decision Tree Regressor and Random Forest Regressor

Issue - State: open - Opened by kwanit1142 over 3 years ago - 2 comments
Labels: medium

#176 - Implement Bagging Classifier and Regressor

Issue - State: open - Opened by kwanit1142 over 3 years ago
Labels: enhancement, medium

#175 - Add other Distance-based Cost Metrics into a Single Python Class File

Issue - State: open - Opened by kwanit1142 over 3 years ago - 3 comments
Labels: good first issue, easy

#174 - Implement KNN Classifier

Issue - State: closed - Opened by kwanit1142 over 3 years ago - 2 comments
Labels: easy

#173 - Implement Linear Discriminant Analysis

Issue - State: open - Opened by kwanit1142 over 3 years ago - 13 comments
Labels: good first issue, easy

#172 - Added Mean Absolute Percentage Error

Pull Request - State: closed - Opened by kwanit1142 almost 4 years ago

#171 - Update README.md

Pull Request - State: closed - Opened by kwanit1142 almost 4 years ago

#170 - Update README.md

Pull Request - State: closed - Opened by devyani-code almost 4 years ago

#169 - Update README.md

Pull Request - State: closed - Opened by ssiddharth27 almost 4 years ago

#168 - Removed error in Huber loss function

Pull Request - State: closed - Opened by ShreyaSachan almost 4 years ago

#167 - Removed error in cosine similarity

Pull Request - State: closed - Opened by Udit-git-acc almost 4 years ago

#166 - Implementing Optimizers

Issue - State: open - Opened by thisis-nkul almost 4 years ago
Labels: medium

#165 - changes made in Logcosh

Pull Request - State: closed - Opened by ssiddharth27 almost 4 years ago

#164 - Added another Anomaly detection method z_score

Pull Request - State: closed - Opened by ssiddharth27 almost 4 years ago

#163 - Implement Complement Naive Bayes and Categorical Naive Bayes Models

Issue - State: open - Opened by kwanit1142 almost 4 years ago
Labels: medium

#162 - Implement More graphs and changes in example file

Pull Request - State: closed - Opened by devyani-code almost 4 years ago

#161 - Splitting Models.py into Multiple py Files, according to Domain of Learning

Issue - State: open - Opened by kwanit1142 almost 4 years ago
Labels: enhancement, help wanted, hard

#160 - Vinit: 'color' to 'c' at some places

Pull Request - State: closed - Opened by Vinit-source almost 4 years ago

#159 - Corrected Preprocessing Example File

Pull Request - State: closed - Opened by kwanit1142 almost 4 years ago

#158 - Fixed flake8 errors, some Readme Changes and Log_cosh Correction

Pull Request - State: closed - Opened by kwanit1142 almost 4 years ago

#157 - Implemented normalization and scaling

Pull Request - State: closed - Opened by devyani-code almost 4 years ago

#156 - Implement Feature Scaling and data normalization

Pull Request - State: closed - Opened by ShreyaSachan almost 4 years ago

#155 - Implemented L1(Lasso) and L2(Ridge) Regularizer

Pull Request - State: closed - Opened by ssiddharth27 almost 4 years ago

#154 - Divisive Hierarchical Clustering Algorithm added

Pull Request - State: closed - Opened by Vinit-source almost 4 years ago

#153 - Fixed Softmax function's backward pass

Pull Request - State: closed - Opened by thisis-nkul almost 4 years ago

#152 - Implementing other "Optimized Gradient Descent Variants"

Issue - State: open - Opened by kwanit1142 almost 4 years ago
Labels: medium

#151 - Getting started with Neural Networks

Pull Request - State: closed - Opened by thisis-nkul almost 4 years ago

#150 - changed the argument value in agglomerative example file

Pull Request - State: closed - Opened by hiteshidudeja almost 4 years ago

#149 - added agglomerative clustering model

Pull Request - State: closed - Opened by hiteshidudeja almost 4 years ago

#148 - Implementing "Feature Scaling and Normalization Techniques" for Utility to Input Dataset

Issue - State: closed - Opened by kwanit1142 almost 4 years ago - 1 comment
Labels: WOC, medium

#147 - Implemented Logistic regression plots.

Pull Request - State: closed - Opened by ShreyaSachan almost 4 years ago

#146 - Implemented Bayes Optimization

Pull Request - State: closed - Opened by harsh-ux almost 4 years ago

#145 - Implemented graphs for Polynomial Model

Pull Request - State: closed - Opened by ssiddharth27 almost 4 years ago

#144 - Creative and Newer Format for "Algorithms / Domain" Detail Tables, in ReadMe

Issue - State: open - Opened by kwanit1142 almost 4 years ago - 1 comment
Labels: good first issue, help wanted, easy

#143 - Implementing other "Advanced Clustering / Unsupervised Learning" Models

Issue - State: open - Opened by kwanit1142 almost 4 years ago - 1 comment
Labels: hard

#142 - Updated corrections in Polynomial Regression

Pull Request - State: closed - Opened by Shre03 almost 4 years ago

#141 - Polynomial_Graph included

Pull Request - State: closed - Opened by ssiddharth27 almost 4 years ago - 1 comment

#140 - Bug Fixes and improvements related to Tensor and autograd

Pull Request - State: closed - Opened by thisis-nkul almost 4 years ago

#139 - Plot Linear regression Loss vs epochs 2-D graph

Pull Request - State: closed - Opened by devyani-code almost 4 years ago

#138 - Include metrics

Pull Request - State: closed - Opened by ssiddharth27 almost 4 years ago

#137 - Added Huber loss function.

Pull Request - State: closed - Opened by ShreyaSachan almost 4 years ago

#136 - Restore Numerical_Outlier Method Class

Pull Request - State: closed - Opened by kwanit1142 almost 4 years ago

#135 - Implemented Decision Tree and Random Forest Algorithms

Pull Request - State: closed - Opened by Shre03 almost 4 years ago

#134 - Implementing other "Anomaly Detection" Methods

Issue - State: open - Opened by kwanit1142 almost 4 years ago - 1 comment
Labels: medium

#133 - include numerical outlier method

Pull Request - State: closed - Opened by ssiddharth27 almost 4 years ago

#132 - Implement Lasso regression a.k.a L1 Regularization

Issue - State: closed - Opened by kwanit1142 almost 4 years ago - 2 comments
Labels: enhancement, WOC, medium

#131 - PEP8 Fixes

Pull Request - State: closed - Opened by kwanit1142 almost 4 years ago

#130 - include logcosh function

Pull Request - State: closed - Opened by ssiddharth27 almost 4 years ago

#129 - Include Log Cosh Loss_Func Class

Pull Request - State: closed - Opened by kwanit1142 almost 4 years ago

#122 - Incorporate "Pandas Library Support" ,for inputting the data

Issue - State: closed - Opened by kwanit1142 almost 4 years ago - 1 comment
Labels: enhancement, medium

#105 - Changes in loss functions

Issue - State: closed - Opened by parva-jain about 4 years ago
Labels: enhancement

#102 - Adaboost Classifier and Regressor implementation from scratch

Issue - State: open - Opened by spursbyte about 4 years ago - 1 comment
Labels: enhancement, good first issue, medium

#94 - Implement "Divisive Hierarchical Clustering"

Issue - State: closed - Opened by kwanit1142 about 4 years ago - 6 comments
Labels: WOC, hard

#93 - Implement "Agglomerative Hierarchical Clustering"

Issue - State: closed - Opened by kwanit1142 about 4 years ago - 10 comments
Labels: WOC, medium

#89 - Implement "Numerical outlier method" , to detect Anomaly/Outlier points in Dataset

Issue - State: closed - Opened by Halix267 about 4 years ago - 19 comments
Labels: WOC, easy

#67 - Necessities of Score Metrics, for evaluation of ML Classifier Models

Issue - State: closed - Opened by kwanit1142 about 4 years ago - 7 comments
Labels: WOC, medium

#66 - Requirement of Graphs, corresponding to each of the Implemented Machine-Learning Models

Issue - State: open - Opened by kwanit1142 about 4 years ago - 10 comments
Labels: medium

#65 - Implementation of Bayesian optimization

Issue - State: closed - Opened by Saptashrungi about 4 years ago - 6 comments
Labels: WOC, medium

#63 - Incorporate Tensor class in every model.

Issue - State: open - Opened by rohansingh9001 about 4 years ago
Labels: hard

#61 - Implement Ridge regression a.k.a L2 Regularization

Issue - State: closed - Opened by Saptashrungi about 4 years ago - 4 comments
Labels: enhancement, WOC, medium

#49 - Implement Support Vector Machine

Pull Request - State: closed - Opened by samarth-1729 over 4 years ago - 3 comments

#12 - Get Started with Neural Networks

Issue - State: open - Opened by TarunTomar122 over 4 years ago - 10 comments
Labels: hard

#9 - Add more loss functions like cross-entropy...

Issue - State: open - Opened by TarunTomar122 over 4 years ago - 22 comments
Labels: good first issue, easy

#7 - Implement Random Forests (After Decision trees)

Issue - State: closed - Opened by TarunTomar122 over 4 years ago - 17 comments
Labels: WOC, medium

#6 - Implement Decision Trees

Issue - State: closed - Opened by TarunTomar122 over 4 years ago - 7 comments
Labels: WOC, medium

#5 - Implement Support Vector Machine as a Classifier and Regressor

Issue - State: open - Opened by TarunTomar122 over 4 years ago - 10 comments
Labels: hard

GitHub / RoboticsClubIITJ/ML-DL-implementation issues and pull requests