GitHub - Anubhavchandil/RESEARCH-INTERN: Worked on a dataset of high entropy alloys which is used to design materials for additive manufacturing. Being responsible for Performing Data Analysis and constructing Machine learning algorithms, including neural networks, Gradient boosting for carrying predictions useful for advanced material invention.

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Worked on a dataset of high entropy alloys which is used to design materials for additive manufacturing. Being responsible for Performing Data Analysis and constructing Machine learning algorithms, including neural networks, Gradient boosting for carrying predictions useful for advanced material invention.

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Name		Name	Last commit message	Last commit date
Latest commit History 12 Commits
ALL_ALGORITHMS CLASSIFICATION.ipynb		ALL_ALGORITHMS CLASSIFICATION.ipynb
ANN_CLASSIFIER.ipynb		ANN_CLASSIFIER.ipynb
ANN_REGRESSOR.ipynb		ANN_REGRESSOR.ipynb
Al with diffparams (radarplot).png		Al with diffparams (radarplot).png
All algorithms optimized parameters.pptx		All algorithms optimized parameters.pptx
DATA ANALYSIS 1.ipynb		DATA ANALYSIS 1.ipynb
DATA ANALYSIS 2 (PARALLEL COORDINATES,JOINTPLOTS,RADARPLOTS).ipynb		DATA ANALYSIS 2 (PARALLEL COORDINATES,JOINTPLOTS,RADARPLOTS).ipynb
DATA ANALYSIS 3(extra plots).ipynb		DATA ANALYSIS 3(extra plots).ipynb
DECISION TREE.ipynb		DECISION TREE.ipynb
DECISION_TREE_ALG.ipynb		DECISION_TREE_ALG.ipynb
DENSITY_PREDICTIONS_RESULTS.pptx		DENSITY_PREDICTIONS_RESULTS.pptx
FCC_BCC vs Al.png		FCC_BCC vs Al.png
FCC_BCC vs Ni.png		FCC_BCC vs Ni.png
GRADIENT BOOSTING.ipynb		GRADIENT BOOSTING.ipynb
KNN.ipynb		KNN.ipynb
KNN_ALG.ipynb		KNN_ALG.ipynb
PAIRPLOT ALL.jpg		PAIRPLOT ALL.jpg
PAIRPLOT_7_params.jpg		PAIRPLOT_7_params.jpg
PHASE_PREDICTIONS_RESULTS.pptx		PHASE_PREDICTIONS_RESULTS.pptx
PROCEDURE.pptx		PROCEDURE.pptx
RANDOM FOREST.ipynb		RANDOM FOREST.ipynb
SVM.ipynb		SVM.ipynb
SVM_ALG.ipynb		SVM_ALG.ipynb
TOOLS AND LIBRARIES.jpg		TOOLS AND LIBRARIES.jpg
bcc.png		bcc.png
element conposition vs ALL phases.png		element conposition vs ALL phases.png
fcc+bcc.png		fcc+bcc.png
fcc.png		fcc.png
heatmap 7 param new.png		heatmap 7 param new.png
heatmap all new.png		heatmap all new.png
no. of phases count.png		no. of phases count.png
no. of phases in no. count.png		no. of phases in no. count.png
output_params_Phase.xlsx		output_params_Phase.xlsx
parallel coordinate 7 params.png		parallel coordinate 7 params.png
parallel coordinate.png		parallel coordinate.png
radar plot.ipynb		radar plot.ipynb
random forest_alg.ipynb		random forest_alg.ipynb