From In-order Output to Build the Tree •Take In-order Traversal Output Data •And Build the Tree •Take the middle (N) or so as the root •Keep going/taking alternate left (nodeLabels) (K D) from there •Make those also roots/parents (left sub tree) •The last may be at the last left in this flow •Then from the …
Category: ব্লগ । Blog
ব্লগ । Blog
May 20
Oracle Trigger
May 20
Oracle Functions
Click on Image to see them clearly Example: CREATE FUNCTION get_bal(acc_no IN NUMBER) RETURN NUMBER IS acc_bal NUMBER(11,2); BEGIN SELECT order_total INTO acc_bal FROM orders WHERE customer_id = acc_no; RETURN(acc_bal); END; / Ref: https://docs.oracle.com/en/database/oracle/oracle-database/12.2/lnpls/CREATE-FUNCTION-statement.html
May 19
Spearman Correlation Coefficient and Graph Mining
#!/usr/bin/env python coding: utf-8 # 3rd Model: Deepgraph CNN: Stock Price Prediction using DeepGraphCNN Neural Networks. It includes GCN layers and CNN layers. I have added an MLP at the last layer to predict stock prices. # # Input graphs were created for spearman, Spearman, and Kendal Tau correlations/coefficients from historical stock prices. Also, another …
May 19
Python/ML Correlation Coefficients
df_s_transpose_pearson = df_s_transpose.corr(method = ‘pearson’, numeric_only = True) df_s_transpose_pearson # Pearson Correlation Coefficient df_s_transpose_pearson = df_s_transpose.corr(method = ‘pearson’, numeric_only = True) df_s_transpose_pearson Pearson Correlation Coefficient based Adjacency Graph Matrix df_s_transpose_pearson[df_s_transpose_pearson >= 0.5] = 1 df_s_transpose_pearson[df_s_transpose_pearson < 0.5] = 0 df_s_transpose_pearson Create a Graph import networkx as nx Graph_pearson = nx.Graph(df_s_transpose_pearson) before the above step do: …
May 19
Library Import in Python for ML/Graph ML
import libraries import os import pandas as pd import math Import Libraries for Graph, GNN (Graph Neural Network), and GCN (Graph Convolutional Network) import stellargraph as sg from stellargraph import StellarGraph from stellargraph.layer import DeepGraphCNN from stellargraph.mapper import FullBatchNodeGenerator from stellargraph.mapper import PaddedGraphGenerator from stellargraph.layer import GCN Machine Learning related library Imports (Tensorflow) from tensorflow.keras …
May 19
C# Thread-Safe Concurrent Collections
C# Concurrent classes are provided through System.Collections.Concurrent Concurrent classes: for thread-safe operations i. e. Now multiple threads can access the Collections without creating problems Concurrent classes: BlockingCollection ConcurrentBag ConcurrentStack ConcurrentQueue ConcurrentDictionary Partitioner Partitioner OrderablePartitioner





