Pinned Repositories
2015lab1
Bank-Marketing-Using-Random-Forest-and-Logistic-Regression
Analyzed the bank data , formed visualizations using seaborn , Built a model based on selected features which we got from OLS , RFE and VIF . And made predictions using Logistic and random forest algorithms.
Convolutional-Neural-Networks-Projects
Conv Layers using Filters ,Strides , padding , and Max pooling layers. Transfer Learning , Style Transfers , Auto Encoders , Dog breed classification , MNIST , CIFAR 10 Augmentation and Flower type Classification
COVID-19-Project
Done EDA for India as well as for World using the data which we have collected through API's
Deep-learning-projects
Projects from Basic to advanced using neural networks ( CNN, RNN ) Which can be based on math using numpy or else u sing deep learning algorithms i.e. neural networks
Generative-adversarial-networks-Using-Pytorch-Keras
Digits images generation , Pix 2 Pix , Cycle-GAN,SVH numbers generation and New faces Generation using Linear hidden layers, Deep CGANS , and using Batch normalization to perform better in Generator and Discriminators.
Machine-learning-projects
This includes projects of Supervised : such as Regression - SLR , MLR ,Classification - SVM , Log Reg , Dec Tree , KNN and Unsupervised : K Means , Heirarchical & DBSCAN & aslo recommendor systems
ML-Personalised-FrameWork
Algorithms developed from scratch by de-bunking black box of ML-Algorithms
Natural-Language-Processing
Scraping techniques to collect data , Hidden Markov Model ,then clean it using NLTK-RE-Stop words , and applying TF-IDF , word2Vec ,Vectorization , POS Tags and apply different models. Also built as Spam classifier using Naive Bayes probabilistic Theorem.
Recurrent-Neural-Networks-Using-Keras-and-Pytorch
Long Short Term Memory is used for Image Caption Generation | Next Character Prediction | Movie review | Sequence models or feeding the input based on current & past inputs.
DheerajPranav's Repositories
DheerajPranav/2015lab1
DheerajPranav/Convolutional-Neural-Networks-Projects
Conv Layers using Filters ,Strides , padding , and Max pooling layers. Transfer Learning , Style Transfers , Auto Encoders , Dog breed classification , MNIST , CIFAR 10 Augmentation and Flower type Classification
DheerajPranav/Deep-learning-projects
Projects from Basic to advanced using neural networks ( CNN, RNN ) Which can be based on math using numpy or else u sing deep learning algorithms i.e. neural networks
DheerajPranav/Generative-adversarial-networks-Using-Pytorch-Keras
Digits images generation , Pix 2 Pix , Cycle-GAN,SVH numbers generation and New faces Generation using Linear hidden layers, Deep CGANS , and using Batch normalization to perform better in Generator and Discriminators.
DheerajPranav/ML-Personalised-FrameWork
Algorithms developed from scratch by de-bunking black box of ML-Algorithms
DheerajPranav/Natural-Language-Processing
Scraping techniques to collect data , Hidden Markov Model ,then clean it using NLTK-RE-Stop words , and applying TF-IDF , word2Vec ,Vectorization , POS Tags and apply different models. Also built as Spam classifier using Naive Bayes probabilistic Theorem.
DheerajPranav/NewsCategorAI-Unleashing-the-GRUvity
DheerajPranav/Recurrent-Neural-Networks-Using-Keras-and-Pytorch
Long Short Term Memory is used for Image Caption Generation | Next Character Prediction | Movie review | Sequence models or feeding the input based on current & past inputs.
DheerajPranav/snapchat-filters-opencv
Snapchat-alike filters app using opencv
DheerajPranav/150-Machine-Learning-Projects
To maintain a streak by completing a project per day , we'll focus to complete project everyday
DheerajPranav/26-Weeks-Of-Data-Science
Email Newsletter
DheerajPranav/50-Computer-Vision-Projects
To main streak & stay motivated commit a project daily related to computer vision and open cv
DheerajPranav/Akhilez
GitHub Profile Page
DheerajPranav/AlanBinu007
Config files for my GitHub profile. You can simply copy it and paste it in our README file make changes as per your skills and also change alanbinu007 to your username
DheerajPranav/amazon-sagemaker-script-mode
Amazon SageMaker examples for prebuilt framework mode containers, a.k.a. Script Mode, and more (BYO containers and models etc.)
DheerajPranav/awesome-generative-ai-guide
A one stop repository for generative AI research updates, interview resources, notebooks and much more!
DheerajPranav/Covid-19
DheerajPranav/covid-vaccine-booking
This very basic script can be used to automate some steps on Co-WIN Platform.
DheerajPranav/Deployment-of-sentiment-analysis-model-using-sagemaker
DheerajPranav/DheerajPranav
DheerajPranav/DSA-Python
Data structures, Algorithms & Dynamic Programming
DheerajPranav/General
DheerajPranav/neuro-symbolic-sudoku-solver
⚙️ Solving sudoku using Deep Reinforcement learning in combination with powerful symbolic representations.
DheerajPranav/notebooks
Jupyter notebooks for the Natural Language Processing with Transformers book
DheerajPranav/Project-Streak-Provocation
To maintain a streak & stay motivated to complete a project everyday , stay updated & learning
DheerajPranav/pycaret
An open-source, low-code machine learning library in Python
DheerajPranav/Statistical-Analysis-Stuff
DheerajPranav/Stats
DheerajPranav/tensorflow-1-public
DheerajPranav/Time-series-Forescating-Projects
Dealed with many time related data such as Unicorn passengers data , and Avocado price data. Here I have used various time series models i.e. ARIMA , SARIMAX , Naive, Smoothing Average technique , Simple Exponential Smoothing , and Holt’s Linear Trend Model to predict in well manner.